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KODA LAB / THE REGISTER 268 SPECIMENS FILED
ARCHIVE

The Lab.

FILED AS

One AI tool a day, researched properly: what it does, what it costs, where it breaks, and whether it is worth paying for. Read the method.

NEWEST INTAKE
2026-11-02
CARRY A SCORE
96 of 268
METHOD
Scoring started 2026-07-19.
MEDIAN
6.9 of 10
THE SPREAD96 scored reports on a 5.0 to 10.0 axis
Where the 96 scored reports fall. One cell is one report, stacked at its score, with the band cut-offs ruled. Point at a cell to find its row.Each band is as wide as its share of the scored set. Tap a band to filter the register.
MEDIAN 6.90.05.06.57.58.510.0
THE REGISTER268 rows, 96 scored, 172 filed before the rubric
SPECIMEN INTAKE TOOL AND METHOD WEIGHTED DIMENSIONS SCORE DISPOSITION
02682 Nov 2026

ToolmakerAgentNEWEST INTAKE

Dev Tools / desk research, counts not logged

Giving an agent a queryable spec with stable IDs beats pasting intent into a chat box...

CAP6.5x0.35 2.275
EASE7.5x0.20 1.500
VAL8.5x0.25 2.125
MOM5.5x0.20 1.100
7.0/ 10CONDITIONAL
02671 Nov 2026

ML.ai

Dev Tools / desk research, counts not logged

The interesting bet in ML.ai is pricing by concurrency: its pricing page charges $10 a...

CAP7.0x0.35 2.450
EASE7.5x0.20 1.500
VAL7.5x0.25 1.875
MOM4.0x0.20 0.800
6.6/ 10CONDITIONAL
026631 Oct 2026

Intrascope

AI Platform / 2 pages scraped, 3 search passes, 7 community sources

Intrascope 2.0 sells the admin layer that personal AI accounts lack: an approved model...

CAP7.0x0.35 2.450
EASE6.5x0.20 1.300
VAL7.0x0.25 1.750
MOM5.0x0.20 1.000
6.5/ 10CONDITIONAL
026530 Oct 2026

Android Studio Rabbit 2

Dev Tools / 4 pages scraped, 3 search passes, 8 community sources

Bring Your Own Agent turns Android Studio into a neutral test bench: Google says Rabbit 2...

CAP8.0x0.35 2.800
EASE6.5x0.20 1.300
VAL8.5x0.25 2.125
MOM6.0x0.20 1.200
7.4/ 10CONDITIONAL
026429 Oct 2026

Droidtty

Dev Tools / 4 pages scraped, 3 search passes, 5 community sources

Droidtty does one job the general mobile terminals skip. It reads your agent's state and...

CAP6.5x0.35 2.275
EASE6.0x0.20 1.200
VAL8.5x0.25 2.125
MOM4.5x0.20 0.900
6.5/ 10CONDITIONAL
026328 Oct 2026

Agent Relay

Dev Tools / 4 pages scraped, 3 search passes, 9 community sources

Agent Relay takes the human out of the middle of agent handoffs: a frontend agent can...

CAP6.5x0.47 3.033
EASE7.5x0.27 2.000
VALn/snot scored
MOM5.0x0.27 1.333
6.4/ 10NARROW USE
026227 Oct 2026

cto.new

AI Platform / 2 pages scraped, 3 search passes, 8 community sources

cto.new wraps chat-driven agent teams around a website builder, Stripe payments and a...

CAP6.5x0.35 2.275
EASE7.0x0.20 1.400
VAL7.0x0.25 1.750
MOM5.5x0.20 1.100
6.5/ 10CONDITIONAL
026126 Oct 2026

Mintlify Autopilot

Dev Tools / 2 pages scraped, 3 search passes, 5 community sources

Autopilot turns a merged feature into a drafted documentation pull request, which is the...

CAP7.0x0.35 2.450
EASE6.5x0.20 1.300
VAL5.0x0.25 1.250
MOM5.5x0.20 1.100
6.1/ 10NARROW USE
026025 Oct 2026

Devin Desktop

Dev Tools / 2 pages scraped, 3 search passes, 9 community sources

Devin Desktop takes the editor Windsurf users know and wraps it in a manager view for...

CAP7.5x0.35 2.625
EASE7.0x0.20 1.400
VAL6.5x0.25 1.625
MOM5.5x0.20 1.100
6.8/ 10CONDITIONAL
025924 Oct 2026

AutoBandStudio

Voice AI / 4 pages scraped, 3 search passes, 6 community sources

AutoBandStudio arranges around a melody you draw or hum, so the tune stays yours while...

CAP6.0x0.35 2.100
EASE7.5x0.20 1.500
VAL8.5x0.25 2.125
MOM4.0x0.20 0.800
6.5/ 10CONDITIONAL
025823 Oct 2026

Blooio

Marketing / 2 pages scraped, 3 search passes, 8 community sources

Blooio's draw is the verified Apple Messages for Business channel, where a customer can...

CAP7.0x0.35 2.450
EASE5.5x0.20 1.100
VAL6.0x0.25 1.500
MOM5.0x0.20 1.000
6.1/ 10NARROW USE
025721 Oct 2026

OpenHands

Dev Tools / 2 pages scraped, 3 search passes, 6 community sources

Inline secret requests fix the most tedious part of handing a repo to an autonomous...

CAP7.5x0.35 2.625
EASE6.0x0.20 1.200
VAL7.0x0.25 1.750
MOM8.0x0.20 1.600
7.2/ 10CONDITIONAL
025620 Oct 2026

AgentPlay

Dev Tools / 4 pages scraped, 3 search passes, 6 community sources

AgentPlay reads transcripts your agents have already written, runs entirely on your own...

CAP7.0x0.35 2.450
EASE8.5x0.20 1.700
VAL9.0x0.25 2.250
MOM5.5x0.20 1.100
7.5/ 10RECOMMENDED
025519 Oct 2026

Codex CLI

Dev Tools / 3 pages scraped, 3 search passes, 10 community sources

Steering a reply mid-flight sounds minor until you add up the minutes spent watching an...

CAP8.0x0.47 3.733
EASE7.5x0.27 2.000
VALn/snot scored
MOM8.5x0.27 2.267
8.0/ 10RECOMMENDED
025418 Oct 2026

SuperLocalMemory

Dev Tools / 4 pages scraped, 3 search passes, 9 community sources

SuperLocalMemory grades each recall and keeps replaced facts on an undoable record, which...

CAP7.5x0.35 2.625
EASE7.0x0.20 1.400
VAL8.0x0.25 2.000
MOM7.0x0.20 1.400
7.4/ 10CONDITIONAL
025317 Oct 2026

Usermaven

Analytics / 4 pages scraped, 3 search passes, 10 community sources

Usermaven stitches ad clicks, product events and CRM deals into one multi-touch report...

CAP7.0x0.47 3.267
EASE7.5x0.27 2.000
VALn/snot scored
MOM5.5x0.27 1.467
6.7/ 10CONDITIONAL
025216 Oct 2026

Eido

Dev Tools / 3 pages scraped, 3 search passes, 1 community source

Eido's pitch is legibility: the agent works inside a native editor, its file changes...

CAP6.0x0.35 2.100
EASE5.0x0.20 1.000
VAL8.0x0.25 2.000
MOM6.5x0.20 1.300
6.4/ 10NARROW USE
025115 Oct 2026

Chargebee

Productivity / 5 pages scraped, 3 search passes, 12 community sources

Chargebee's breadth is the selling point: Price Book modeling, real-time usage limits and...

CAP8.0x0.47 3.733
EASE5.5x0.27 1.467
VALn/snot scored
MOM5.5x0.27 1.467
6.7/ 10CONDITIONAL
025014 Oct 2026

Red Hat AI Enterprise

AI Platform / 4 pages scraped, 3 search passes, 10 community sources

Red Hat AI Enterprise puts AI models under the governance and on-call team that already...

CAP7.0x0.47 3.267
EASE5.0x0.27 1.333
VALn/snot scored
MOM4.5x0.27 1.200
5.8/ 10NARROW USE
024913 Oct 2026

Talorys

Productivity / 3 pages scraped, 3 search passes, 10 community sources

Talorys keeps every piece of a personal assistant, from chat to reminders, inside a...

CAP6.0x0.35 2.100
EASE6.0x0.20 1.200
VAL8.5x0.25 2.125
MOM6.5x0.20 1.300
6.7/ 10CONDITIONAL
024812 Oct 2026

Newly AI

Dev Tools / 4 pages scraped, 3 search passes, 3 community sources

The code is Newly's strongest selling point: it builds on Expo and React Native and hands...

CAP6.0x0.35 2.100
EASE6.5x0.20 1.300
VAL6.0x0.25 1.500
MOM3.5x0.20 0.700
5.6/ 10NARROW USE
024711 Oct 2026

IFTTT AI Services

Productivity / 2 pages scraped, 3 search passes, 10 community sources

Dropping four AI steps into IFTTT's trigger-and-action chain gives you a cheap way to...

CAP6.0x0.35 2.100
EASE7.0x0.20 1.400
VAL6.5x0.25 1.625
MOM4.5x0.20 0.900
6.0/ 10NARROW USE
024610 Oct 2026

Sayonic

Voice AI / 2 pages scraped, 3 search passes, 4 community sources

Sayonic's pricing page lists a $3.99 per Mac BYOK plan with every feature, so a voice...

CAP6.5x0.35 2.275
EASE7.0x0.20 1.400
VAL7.0x0.25 1.750
MOM4.0x0.20 0.800
6.2/ 10NARROW USE
02459 Oct 2026

Kane AI

Dev Tools / 2 pages scraped, 3 search passes, 8 community sources

Kane AI converts closed tickets, written requirements and screenshots into runnable...

CAP7.0x0.35 2.450
EASE6.5x0.20 1.300
VAL6.0x0.25 1.500
MOM4.5x0.20 0.900
6.2/ 10NARROW USE
02448 Oct 2026

OutSystems Agent Experience

Dev Tools / 4 pages scraped, 3 search passes, 6 community sources

Agent Experience lets developers keep their favorite coding agent while OutSystems...

CAP7.0x0.35 2.450
EASE5.0x0.20 1.000
VAL4.5x0.25 1.125
MOM5.5x0.20 1.100
5.7/ 10NARROW USE
02437 Oct 2026

Zyte MCP

Dev Tools / 2 pages scraped, 3 search passes, 3 community sources

Zyte MCP hands an agent page fetching, structured extraction, web search and Scrapy Cloud...

CAP7.0x0.35 2.450
EASE8.0x0.20 1.600
VAL6.0x0.25 1.500
MOM5.0x0.20 1.000
6.6/ 10CONDITIONAL
02426 Oct 2026

ChatComparison AI

AI Platform / 4 pages scraped, 3 search passes, 5 community sources

Parallel answers from one prompt are the entire product, and aikithub's listing says you...

CAP6.0x0.35 2.100
EASE8.0x0.20 1.600
VAL7.5x0.25 1.875
MOM5.0x0.20 1.000
6.6/ 10CONDITIONAL
02415 Oct 2026

GPTBots

AI Platform / 4 pages scraped, 3 search passes, 9 community sources

GPTBots bundles a no-code agent builder, knowledge bases trained on your own documents...

CAP7.0x0.47 3.267
EASE7.5x0.27 2.000
VALn/snot scored
MOM5.5x0.27 1.467
6.7/ 10CONDITIONAL
02404 Oct 2026

OpenAI API

AI Platform / 1 page scraped, 3 search passes, 12 community sources

Roughly 90% off cached input reads makes OpenAI's API a real cost lever for long-running...

CAP8.0x0.47 3.733
EASE7.0x0.27 1.867
VALn/snot scored
MOM6.0x0.27 1.600
7.2/ 10CONDITIONAL
02393 Oct 2026

Pi

Dev Tools / 1 page scraped, 3 search passes, 4 community sources

Pi's 1.0 core wins by staying small: a tiny system prompt, any provider you like, and an...

CAP7.5x0.35 2.625
EASE6.5x0.20 1.300
VAL8.5x0.25 2.125
MOM8.0x0.20 1.600
7.7/ 10RECOMMENDED
02382 Oct 2026

Anything

Dev Tools / 2 pages scraped, 3 search passes, 3 community sources

Every Anything project ships with its own Postgres database and Stripe payments wired in...

CAP7.0x0.35 2.450
EASE7.5x0.20 1.500
VAL5.0x0.25 1.250
MOM5.5x0.20 1.100
6.3/ 10NARROW USE
02371 Oct 2026

Iris.ai

AI Platform / 1 page scraped, 3 search passes, 9 community sources

Iris.ai's pitch is control over what a model reads, backed by expert review loops that...

CAP6.0x0.35 2.100
EASE3.5x0.20 0.700
VAL4.0x0.25 1.000
MOM4.0x0.20 0.800
4.6/ 10NOT RECOMMENDED
023629 Sep 2026

Appwrite

Dev Tools / 2 pages scraped, 3 search passes, 12 community sources

One console covers the backend chores a small app needs, and because the code is open...

CAP8.0x0.35 2.800
EASE7.5x0.20 1.500
VAL8.0x0.25 2.000
MOM8.0x0.20 1.600
7.9/ 10RECOMMENDED
023528 Sep 2026

Firecrawl

AI Platform / 2 pages scraped, 3 search passes, 10 community sources

Clean markdown and JSON output remove the most tedious part of feeding the live web to a...

CAP8.0x0.35 2.800
EASE7.5x0.20 1.500
VAL6.5x0.25 1.625
MOM8.0x0.20 1.600
7.5/ 10RECOMMENDED
023427 Sep 2026

Waterlily

Analytics / 1 page scraped, 3 search passes, 10 community sources

A free intake form that returns a projected care timeline and cost range is the cheapest...

CAP6.0x0.35 2.100
EASE8.5x0.20 1.700
VAL8.5x0.25 2.125
MOM5.5x0.20 1.100
7.0/ 10CONDITIONAL
023326 Sep 2026

Superset Mobile

Dev Tools / 1 page scraped, 3 search passes, 24 community sources

The phone app is not really the product. It is a remote control for the Superset...

CAP7.2x0.35 2.520
EASE7.0x0.20 1.400
VAL7.8x0.25 1.950
MOM7.9x0.20 1.580
7.5/ 10RECOMMENDED
023225 Sep 2026

StockImg AI

Design / 1 page scraped, 3 search passes, 24 community sources

Put it in the concept stage, not the publishing pipeline. Its listed logo, cover, and...

CAP6.5x0.35 2.275
EASE5.5x0.20 1.100
VAL4.0x0.25 1.000
MOM5.0x0.20 1.000
5.4/ 10NARROW USE
023124 Sep 2026

Labelf

Analytics / 2 pages scraped, 3 search passes, 24 community sources

Custom classification plus on-premise deployment earns Labelf a serious pilot, not an...

CAP7.4x0.35 2.590
EASE5.5x0.20 1.100
VAL5.0x0.25 1.250
MOM4.5x0.20 0.900
5.8/ 10NARROW USE
023023 Sep 2026

My Juno Health

Productivity / 1 page scraped, 3 search passes, 24 community sources

Habit tracking is the clearest reason to try Juno; its symptom advice is not a substitute...

CAP5.5x0.35 1.925
EASE6.0x0.20 1.200
VAL6.0x0.25 1.500
MOM5.5x0.20 1.100
5.7/ 10NARROW USE
022922 Sep 2026

Vapi

Voice AI / 1 page scraped, 3 search passes, 24 community sources

The plumbing is the product here: telephony, transcription, turn-taking, and call state...

CAP8.0x0.35 2.800
EASE6.5x0.20 1.300
VAL5.5x0.25 1.375
MOM7.5x0.20 1.500
7.0/ 10CONDITIONAL
022821 Sep 2026

Salesforce AIforce + Koa

AI Platform / 1 page scraped, 3 search passes, 23 community sources

The bet here is structural rather than clever: stop asking reps to visit the CRM and let...

CAP7.0x0.35 2.450
EASE5.5x0.20 1.100
VAL5.0x0.25 1.250
MOM8.0x0.20 1.600
6.4/ 10NARROW USE
022720 Sep 2026

Factory AI

Dev Tools / 1 page scraped, 3 search passes, 24 community sources

The pitch is the handoff, not the file edit: a Droid picks up a ticket from Jira or...

CAP7.5x0.35 2.625
EASE6.0x0.20 1.200
VAL4.5x0.25 1.125
MOM8.5x0.20 1.700
6.7/ 10CONDITIONAL
022619 Sep 2026

Hola

Marketing / 1 page scraped, 3 search passes, 24 community sources

What Hola actually offers is a supply-side pipe: one integration that lets brands bid, in...

CAP5.0x0.35 1.750
EASE4.0x0.20 0.800
VAL5.0x0.25 1.250
MOM3.5x0.20 0.700
4.5/ 10NOT RECOMMENDED
022518 Sep 2026

NeuralAgent

Productivity / 1 page scraped, 3 search passes, 24 community sources

Two products wear this name right now: an open-source desktop agent that drives Windows...

CAP6.5x0.35 2.275
EASE7.5x0.20 1.500
VAL6.0x0.25 1.500
MOM7.0x0.20 1.400
6.7/ 10CONDITIONAL
022417 Sep 2026

Maskara.ai

AI Platform / 1 page scraped, 3 search passes, 24 community sources

The debate itself is the product: the losing arguments are more useful than the winner...

CAP6.5x0.35 2.275
EASE8.5x0.20 1.700
VAL7.5x0.25 1.875
MOM5.0x0.20 1.000
6.9/ 10CONDITIONAL
022316 Sep 2026

VidFlux

Design / 1 page scraped, 3 search passes, 24 community sources

The model menu is the whole product: VidFlux does not generate video itself, it routes...

CAP6.0x0.35 2.100
EASE7.0x0.20 1.400
VAL4.5x0.25 1.125
MOM3.5x0.20 0.700
5.3/ 10NARROW USE
022215 Sep 2026

Skim Recap

Productivity / 1 page scraped, 3 search passes, 22 community sources

A 2.97 GB model download and a 22 GB disk requirement are the entry fee, and that single...

CAP6.5x0.35 2.275
EASE4.5x0.20 0.900
VAL7.5x0.25 1.875
MOM5.0x0.20 1.000
6.1/ 10NARROW USE
022113 Sep 2026

Particle

Productivity / 1 page scraped, 3 search passes, 20 community sources

The Opposite Sides view and the spectrum chart are the real product here; the bullet...

CAP7.2x0.35 2.520
EASE8.4x0.20 1.680
VAL7.8x0.25 1.950
MOM6.0x0.20 1.200
7.4/ 10CONDITIONAL
022012 Sep 2026

Muse

Productivity / 1 page scraped, 3 search passes, 24 community sources

A dedicated, persistent virtual machine with its own browser is the piece that separates...

CAP7.5x0.35 2.625
EASE7.5x0.20 1.500
VAL6.0x0.25 1.500
MOM7.5x0.20 1.500
7.1/ 10CONDITIONAL
021911 Sep 2026

HeyGen for HubSpot

Marketing / 1 page scraped, 3 search passes, 21 community sources

Installing it drops a ready-made workflow into HubSpot: an active-list enrollment...

CAP6.5x0.35 2.275
EASE5.0x0.20 1.000
VAL5.0x0.25 1.250
MOM4.5x0.20 0.900
5.4/ 10NARROW USE
021810 Sep 2026

Ajelix

Productivity / 1 page scraped, 3 search passes, 24 community sources

The spreadsheet muscle is real and the price is zero, but the agentic layer on top is...

CAP6.5x0.35 2.275
EASE8.0x0.20 1.600
VAL7.5x0.25 1.875
MOM6.0x0.20 1.200
7.0/ 10CONDITIONAL
02179 Sep 2026

Revolte

Dev Tools / 1 page scraped, 3 search passes, 24 community sources

The governance wrapper is the whole product here: plan approval before execution, inline...

CAP7.0x0.35 2.450
EASE6.5x0.20 1.300
VAL6.0x0.25 1.500
MOM6.0x0.20 1.200
6.5/ 10CONDITIONAL
02168 Sep 2026

ZeroClaw

AI Platform / 1 page scraped, 3 search passes, 24 community sources

Two subsystems most agent runtimes still only sketch, a supervised Standard Operating...

CAP7.0x0.35 2.450
EASE4.5x0.20 0.900
VAL6.5x0.25 1.625
MOM8.0x0.20 1.600
6.6/ 10CONDITIONAL
02157 Sep 2026

Basedash

Analytics / 1 page scraped, 3 search passes, 24 community sources

The visible SQL and governed metric layer are the whole pitch: an answer you can trace...

CAP7.5x0.35 2.625
EASE7.5x0.20 1.500
VAL5.5x0.25 1.375
MOM6.5x0.20 1.300
6.8/ 10CONDITIONAL
02146 Sep 2026

Iris.ai Researcher Workspace

Productivity / 1 page scraped, 3 search passes, 24 community sources

The design decision that matters here is corpus-first: you load a bounded set of...

CAP6.8x0.35 2.380
EASE6.2x0.20 1.240
VAL6.0x0.25 1.500
MOM4.5x0.20 0.900
6.0/ 10NARROW USE
02135 Sep 2026

Beautiful.ai

Design / 2 pages scraped, 3 search passes, 24 community sources

The constraint is the pitch: Smart Slides refuse to let text drift or overflow, so a...

CAP7.0x0.35 2.450
EASE8.5x0.20 1.700
VAL6.0x0.25 1.500
MOM6.0x0.20 1.200
6.9/ 10CONDITIONAL
02124 Sep 2026

OpenClaw

AI Platform / 1 page scraped, 3 search passes, 24 community sources

Version 2026.8.1, the release the project itself calls OpenClaw 2.0, rewrites...

CAP8.0x0.35 2.800
EASE5.0x0.20 1.000
VAL8.0x0.25 2.000
MOM8.5x0.20 1.700
7.5/ 10RECOMMENDED
02113 Sep 2026

Questo

Productivity / 1 page scraped, 3 search passes, 24 community sources

The mechanic is simple and it mostly works: pay once for a single quest, walk between...

CAP6.5x0.35 2.275
EASE8.6x0.20 1.720
VAL6.8x0.25 1.700
MOM7.2x0.20 1.440
7.1/ 10CONDITIONAL
02102 Sep 2026

Framesail

AI Platform / 2 pages scraped, 3 search passes, 24 community sources

Continuity is the entire product claim here, and it is the right claim: brief, script...

CAP7.0x0.35 2.450
EASE7.5x0.20 1.500
VAL6.5x0.25 1.625
MOM5.5x0.20 1.100
6.7/ 10CONDITIONAL
02091 Sep 2026

Qoder

Dev Tools / 2 pages scraped, 3 search passes, 12 community sources

The differentiator is not autocomplete, it is the closed loop: you hand over a goal...

CAP7.5x0.35 2.625
EASE7.8x0.20 1.560
VAL6.8x0.25 1.700
MOM7.2x0.20 1.440
7.3/ 10CONDITIONAL
020831 Aug 2026

Cavya.ai

Productivity / 1 page scraped, 3 search passes, 16 community sources

Four narrow tools, priced by the credit, that produce the prep artifacts most teams skip...

CAP7.0x0.35 2.450
EASE8.5x0.20 1.700
VAL6.0x0.25 1.500
MOM6.0x0.20 1.200
6.9/ 10CONDITIONAL
020730 Aug 2026

Ugic AI

Design / 2 pages scraped, 3 search passes, 12 community sources

At $10/month on top of your Figma seat it is cheap enough to test on a single PRD, and...

CAP7.0x0.35 2.450
EASE7.5x0.20 1.500
VAL7.5x0.25 1.875
MOM5.5x0.20 1.100
6.9/ 10CONDITIONAL
020629 Aug 2026

Oriane

Analytics / 2 pages scraped, 3 search passes, 16 community sources

The concept is genuinely differentiated and the free tier is enough to validate whether...

CAP7.5x0.35 2.625
EASE8.0x0.20 1.600
VAL6.0x0.25 1.500
MOM7.5x0.20 1.500
7.2/ 10CONDITIONAL
020528 Aug 2026

KIVA

Marketing / 1 page scraped, 3 search passes, 24 community sources

The free-forever tier makes it cheap to validate on one site, and the 2.0 shipping...

CAP6.8x0.35 2.380
EASE7.5x0.20 1.500
VAL7.2x0.25 1.800
MOM6.4x0.20 1.280
7.0/ 10CONDITIONAL
020427 Aug 2026

Otto by Workato

AI Platform / 1 page scraped, 3 search passes, 12 community sources

Otto is worth a scoped pilot if you have a documented, repeatable process and an existing...

CAP7.8x0.35 2.730
EASE5.5x0.20 1.100
VAL6.0x0.25 1.500
MOM7.4x0.20 1.480
6.8/ 10CONDITIONAL
020326 Aug 2026

AI Soundtrack

Design / 1 page scraped, 3 search passes, 12 community sources

This is for people shipping short, low-stakes video where clearing a music licence costs...

CAP5.8x0.35 2.030
EASE8.5x0.20 1.700
VAL7.4x0.25 1.850
MOM4.5x0.20 0.900
6.5/ 10CONDITIONAL
020225 Aug 2026

Claude Platform Agent Tools

AI Platform / 1 page scraped, 3 search passes, 12 community sources

The move from preview to GA matters because you can now put these in a production path...

CAP8.6x0.35 3.010
EASE7.0x0.20 1.400
VAL6.8x0.25 1.700
MOM8.8x0.20 1.760
7.9/ 10RECOMMENDED
020124 Aug 2026

OneCLI

Security / 1 page scraped, 3 search passes, 13 community sources

OneCLI is not the most capable general software agent; it is the governance layer around...

CAP7.0x0.35 2.450
EASE6.0x0.20 1.200
VAL8.0x0.25 2.000
MOM5.0x0.20 1.000
6.7/ 10CONDITIONAL
020021 Aug 2026

Checksum

Dev Tools / 2 pages scraped, 3 search passes, 12 community sources

Worth a demo, but treat week one as an experiment with a hard metric attached. This is...

CAP7.8x0.35 2.730
EASE7.5x0.20 1.500
VAL6.2x0.25 1.550
MOM6.0x0.20 1.200
7.0/ 10CONDITIONAL
019920 Aug 2026

RemNote

Productivity / 1 page scraped, 3 search passes, 24 community sources

The interface density and the performance complaints in the community will annoy you more...

CAP8.0x0.35 2.800
EASE6.0x0.20 1.200
VAL7.0x0.25 1.750
MOM6.5x0.20 1.300
7.1/ 10CONDITIONAL
019818 Aug 2026

Jason AI

Marketing / 2 pages scraped, 3 search passes, 12 community sources

Jason AI is for outbound-focused B2B teams already living inside Reply.io who want the...

CAP7.0x0.35 2.450
EASE7.8x0.20 1.560
VAL5.5x0.25 1.375
MOM6.5x0.20 1.300
6.7/ 10CONDITIONAL
019716 Aug 2026

Trigger.dev Chat Agent

AI Platform / 2 pages scraped, 3 search passes, 12 community sources

It is worth adopting if your agent work looks like migrations, batch cleanup, or...

CAP8.3x0.35 2.905
EASE6.4x0.20 1.280
VAL7.6x0.25 1.900
MOM7.5x0.20 1.500
7.6/ 10RECOMMENDED
019615 Aug 2026

IdeaVideo AI

Marketing / 2 pages scraped, 3 search passes, 12 community sources

Worth the Pro seat if you are testing creative weekly; skip it if you need...

CAP7.0x0.35 2.450
EASE8.0x0.20 1.600
VAL6.5x0.25 1.625
MOM6.0x0.20 1.200
6.9/ 10CONDITIONAL
019514 Aug 2026

Gift Genie AI

Productivity / 1 page scraped, 3 search passes, 12 community sources

For builders, the real value is diagnostic: run the same recipient with two sentences and...

CAP5.0x0.35 1.750
EASE9.0x0.20 1.800
VAL7.5x0.25 1.875
MOM4.0x0.20 0.800
6.2/ 10NARROW USE
019413 Aug 2026

Close

Voice AI / 1 page scraped, 3 search passes, 12 community sources

If inbound speed-to-lead is your bottleneck, the built-in dialer and Chloe make it worth...

CAP7.8x0.35 2.730
EASE8.0x0.20 1.600
VAL6.4x0.25 1.600
MOM7.6x0.20 1.520
7.5/ 10RECOMMENDED
019312 Aug 2026

Dreamflow

Dev Tools / 1 page scraped, 3 search passes, 12 community sources

The tri-surface model (agent, canvas, code) is the real differentiator, and it is worth...

CAP7.5x0.35 2.625
EASE8.0x0.20 1.600
VAL6.0x0.25 1.500
MOM7.5x0.20 1.500
7.2/ 10CONDITIONAL
019211 Aug 2026

Grok

AI Platform / 1 page scraped, 3 search passes, 14 community sources

Grok is worth installing as a free second opinion for anyone whose questions hinge on...

CAP7.5x0.35 2.625
EASE8.5x0.20 1.700
VAL7.4x0.25 1.850
MOM8.2x0.20 1.640
7.8/ 10RECOMMENDED
019110 Aug 2026

NotebookLM Video Overviews

Productivity / 1 page scraped, 3 search passes

This is for anyone whose job depends on getting dense internal documents read: enablement...

CAP7.5x0.35 2.625
EASE8.5x0.20 1.700
VAL8.0x0.25 2.000
MOM7.5x0.20 1.500
7.8/ 10RECOMMENDED
01909 Aug 2026

Shhots AI

Marketing / 2 pages scraped, 3 search passes, 13 community sources

At $19 to $99 a month it is cheap enough to test against your current concepting cost...

CAP6.8x0.35 2.380
EASE8.3x0.20 1.660
VAL6.0x0.25 1.500
MOM5.4x0.20 1.080
6.6/ 10CONDITIONAL
01898 Aug 2026

GenOffice

Productivity / 1 page scraped, 3 search passes, 12 community sources

Install it on a second machine, not on the laptop where your contracts live. GenOffice is...

CAP6.0x0.35 2.100
EASE7.5x0.20 1.500
VAL7.8x0.25 1.950
MOM8.2x0.20 1.640
7.2/ 10CONDITIONAL
01887 Aug 2026

Google Antigravity

Dev Tools / 1 page scraped, 3 search passes, 12 community sources

Worth adopting now as a second editor on a staging-scoped project, not as the place your...

CAP7.6x0.35 2.660
EASE6.4x0.20 1.280
VAL8.5x0.25 2.125
MOM7.8x0.20 1.560
7.6/ 10RECOMMENDED
01876 Aug 2026

Fedica

Marketing / 1 page scraped, 3 search passes, 12 community sources

Worth adopting if breadth plus audience data is the job; skip it if your growth lives...

CAP7.6x0.35 2.660
EASE6.4x0.20 1.280
VAL7.5x0.25 1.875
MOM6.3x0.20 1.260
7.1/ 10CONDITIONAL
01864 Aug 2026

Pushary

Dev Tools / 1 page scraped, 3 search passes, 13 community sources

The $9.99/mo is cheap against the dead time, and the MCP-plus-hooks install is genuinely...

CAP7.2x0.35 2.520
EASE8.3x0.20 1.660
VAL6.8x0.25 1.700
MOM6.0x0.20 1.200
7.1/ 10CONDITIONAL
01853 Aug 2026

Chrome DevTools MCP

Dev Tools / 1 page scraped, 3 search passes, 12 community sources

The 1.5.0 memory tooling, extended in 1.6.0 with object counts, total sizes, and snapshot...

CAP8.4x0.35 2.940
EASE6.4x0.20 1.280
VAL9.2x0.25 2.300
MOM8.8x0.20 1.760
8.3/ 10RECOMMENDED
01842 Aug 2026

CapWords

Productivity / 1 page scraped, 3 search passes, 13 community sources

CapWords is genuinely pleasant and free to try, and the photo-as-memory-anchor trick...

CAP6.5x0.35 2.275
EASE8.7x0.20 1.740
VAL7.0x0.25 1.750
MOM7.8x0.20 1.560
7.3/ 10CONDITIONAL
01831 Aug 2026

OfficeCLI

Productivity / 1 page scraped, 3 search passes, 13 community sources

This is for teams whose agents already touch the filesystem and now need to produce real...

CAP7.5x0.35 2.625
EASE7.5x0.20 1.500
VAL9.0x0.25 2.250
MOM8.5x0.20 1.700
8.1/ 10RECOMMENDED
018231 Jul 2026

neuroflash

Marketing / 2 pages scraped, 3 search passes, 12 community sources

The copy generation is competent and the Digital Twins reaction signal is genuinely...

CAP7.5x0.35 2.625
EASE8.2x0.20 1.640
VAL7.0x0.25 1.750
MOM7.2x0.20 1.440
7.5/ 10RECOMMENDED
018130 Jul 2026

Gadget

Dev Tools / 2 pages scraped, 3 search passes, 19 community sources

The free Hobby tier makes the test nearly free, and the opinionated stack (Google Cloud...

CAP7.8x0.35 2.730
EASE8.3x0.20 1.660
VAL7.0x0.25 1.750
MOM6.8x0.20 1.360
7.5/ 10RECOMMENDED
018027 Jul 2026

Let Me Know When

Productivity / 2 pages scraped, 3 search passes, 19 community sources

At $3.99 to $19.99 a month it is cheap enough to justify on a single caught price drop...

CAP6.8x0.35 2.380
EASE8.2x0.20 1.640
VAL7.4x0.25 1.850
MOM5.2x0.20 1.040
6.9/ 10CONDITIONAL
017926 Jul 2026

Taskade

Productivity / 1 page scraped, 3 search passes, 24 community sources

At $10/mo billed annually for unlimited agents and automations plus 50,000 AI credits, it...

CAP7.5x0.35 2.625
EASE6.5x0.20 1.300
VAL8.5x0.25 2.125
MOM7.5x0.20 1.500
7.6/ 10RECOMMENDED
017825 Jul 2026

Ollama

AI Platform / 1 page scraped, 3 search passes, 23 community sources

Ollama is not a replacement for a frontier model on your hardest work, and it does not do...

CAP7.5x0.35 2.625
EASE8.8x0.20 1.760
VAL8.7x0.25 2.175
MOM8.5x0.20 1.700
8.3/ 10RECOMMENDED
017724 Jul 2026

Warp

Dev Tools / 1 page scraped, 3 search passes, 21 community sources

Warp is genuinely faster than a stock terminal and worth adopting if you can stomach the...

CAP8.0x0.35 2.800
EASE7.5x0.20 1.500
VAL6.0x0.25 1.500
MOM8.0x0.20 1.600
7.4/ 10CONDITIONAL
017622 Jul 2026

Grok for Excel

Analytics / 1 page scraped, 3 search passes, 23 community sources

It is free and installs in one click from the Microsoft Marketplace, so the cost of...

CAP7.0x0.35 2.450
EASE8.5x0.20 1.700
VAL8.0x0.25 2.000
MOM7.5x0.20 1.500
7.7/ 10RECOMMENDED
017521 Jul 2026

Finalle.ai

Analytics / 1 page scraped, 3 search passes, 19 community sources

The scored sentiment and significance grid is genuinely useful for cutting through noise...

CAP6.5x0.35 2.275
EASE7.5x0.20 1.500
VAL6.5x0.25 1.625
MOM5.5x0.20 1.100
6.5/ 10CONDITIONAL
017420 Jul 2026

bolt.new

Dev Tools / 1 page scraped, 3 search passes, 19 community sources

bolt.new is genuinely impressive for demos and MVPs, but the token burn and...

CAP7.5x0.35 2.625
EASE8.0x0.20 1.600
VAL5.0x0.25 1.250
MOM7.0x0.20 1.400
6.9/ 10CONDITIONAL
017319 Jul 2026

Sim

Analytics / desk research, filed before the Lab logged its counts

LAB REPORT 173 / TESTED 19 JUL 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
017219 Jul 2026

Primio

Dev Tools / 1 page scraped, 3 search passes, 19 community sources

Primio is worth a spin on the free tier, but the tool is too new to trust for anything...

CAP7.0x0.35 2.450
EASE7.8x0.20 1.560
VAL5.5x0.25 1.375
MOM5.0x0.20 1.000
6.4/ 10NARROW USE
017119 Jul 2026

Apideck MCP

Productivity / desk research, filed before the Lab logged its counts

LAB REPORT 171 / TESTED 19 JUL 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
017018 Jul 2026

Morflax Studio 2.0

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 170 / TESTED 18 JUL 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
016918 Jul 2026

Apideck MCPSUPERSEDED BY 0171

Productivity / desk research, filed before the Lab logged its counts

LAB REPORT 169 / TESTED 18 JUL 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
016817 Jul 2026

LockIn MCP

Security / desk research, filed before the Lab logged its counts

LAB REPORT 168 / TESTED 17 JUL 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
016716 Jul 2026

LockIn MCPSUPERSEDED BY 0168

Productivity / desk research, filed before the Lab logged its counts

LAB REPORT 167 / TESTED 16 JUL 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
016616 Jul 2026

Hooked

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 166 / TESTED 16 JUL 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
016516 Jul 2026

Apideck MCPSUPERSEDED BY 0171

Productivity / desk research, filed before the Lab logged its counts

LAB REPORT 165 / TESTED 16 JUL 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
016415 Jul 2026

ZCode

Dev Tools / desk research, filed before the Lab logged its counts

LAB REPORT 164 / TESTED 15 JUL 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
016315 Jul 2026

typedesk AI text expander

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 163 / TESTED 15 JUL 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
016215 Jul 2026

Artypa

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 162 / TESTED 15 JUL 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
016114 Jul 2026

Wehatecaptchas

Analytics / desk research, filed before the Lab logged its counts

LAB REPORT 161 / TESTED 14 JUL 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
016014 Jul 2026

Soundraw

Voice AI / desk research, filed before the Lab logged its counts

LAB REPORT 160 / TESTED 14 JUL 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
015914 Jul 2026

MARS5 TTS

Voice AI / desk research, filed before the Lab logged its counts

LAB REPORT 159 / TESTED 14 JUL 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
015812 Jul 2026

StarryAI

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 158 / TESTED 12 JUL 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
015712 Jul 2026

Spellar AI

Analytics / desk research, filed before the Lab logged its counts

LAB REPORT 157 / TESTED 12 JUL 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
015611 Jul 2026

Spellar AISUPERSEDED BY 0157

Productivity / desk research, filed before the Lab logged its counts

LAB REPORT 156 / TESTED 11 JUL 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
015511 Jul 2026

Upscayl

Analytics / desk research, filed before the Lab logged its counts

LAB REPORT 155 / TESTED 11 JUL 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
015410 Jul 2026

Jitter

Design / desk research, filed before the Lab logged its counts

LAB REPORT 154 / TESTED 10 JUL 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
015310 Jul 2026

CampTarget

Productivity / desk research, filed before the Lab logged its counts

LAB REPORT 153 / TESTED 10 JUL 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
01529 Jul 2026

Google AI Studio

Design / desk research, filed before the Lab logged its counts

LAB REPORT 152 / TESTED 09 JUL 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
01519 Jul 2026

Genspark

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 151 / TESTED 09 JUL 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
01508 Jul 2026

Typedesk

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 150 / TESTED 08 JUL 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
01497 Jul 2026

JitterSUPERSEDED BY 0154

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 149 / TESTED 07 JUL 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
01487 Jul 2026

Intercom

Productivity / desk research, filed before the Lab logged its counts

LAB REPORT 148 / TESTED 07 JUL 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
01475 Jul 2026

TypedeskSUPERSEDED BY 0150

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 147 / TESTED 05 JUL 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
01465 Jul 2026

Boxchat

Design / desk research, filed before the Lab logged its counts

LAB REPORT 146 / TESTED 05 JUL 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
01455 Jul 2026

Botric AI

Analytics / desk research, filed before the Lab logged its counts

LAB REPORT 145 / TESTED 05 JUL 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
01444 Jul 2026

PlaylistAI

Voice AI / desk research, filed before the Lab logged its counts

LAB REPORT 144 / TESTED 04 JUL 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
01434 Jul 2026

Newswriter.ai

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 143 / TESTED 04 JUL 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
01424 Jul 2026

Jasper

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 142 / TESTED 04 JUL 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
01413 Jul 2026

Direqt

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 141 / TESTED 03 JUL 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
01403 Jul 2026

Aitubo

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 140 / TESTED 03 JUL 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
01392 Jul 2026

SciSummary

Design / desk research, filed before the Lab logged its counts

LAB REPORT 139 / TESTED 02 JUL 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
01382 Jul 2026

Rocket

Analytics / desk research, filed before the Lab logged its counts

LAB REPORT 138 / TESTED 02 JUL 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
01372 Jul 2026

EchoTik.live

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 137 / TESTED 02 JUL 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
01361 Jul 2026

Tough Tongue AI 2.0

Productivity / desk research, filed before the Lab logged its counts

LAB REPORT 136 / TESTED 01 JUL 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
01351 Jul 2026

Lumi.new

Dev Tools / desk research, filed before the Lab logged its counts

LAB REPORT 135 / TESTED 01 JUL 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
01341 Jul 2026

Lovable

Analytics / desk research, filed before the Lab logged its counts

LAB REPORT 134 / TESTED 01 JUL 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
013327 Jun 2026

Rocket.new

Analytics / desk research, filed before the Lab logged its counts

LAB REPORT 133 / TESTED 27 JUN 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
013224 Jun 2026

Sumly.AI

Productivity / desk research, filed before the Lab logged its counts

LAB REPORT 132 / TESTED 24 JUN 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
013115 Jun 2026

StoriesForKids.ai

Productivity / desk research, filed before the Lab logged its counts

LAB REPORT 131 / TESTED 15 JUN 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
013014 Jun 2026

Lium AI

Analytics / desk research, filed before the Lab logged its counts

LAB REPORT 130 / TESTED 14 JUN 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
012914 Jun 2026

Klypse

Voice AI / desk research, filed before the Lab logged its counts

LAB REPORT 129 / TESTED 14 JUN 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
012813 Jun 2026

Tilebox 2.0

Analytics / desk research, filed before the Lab logged its counts

LAB REPORT 128 / TESTED 13 JUN 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
012712 Jun 2026

Plazmapunk

Design / desk research, filed before the Lab logged its counts

LAB REPORT 127 / TESTED 12 JUN 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
012610 Jun 2026

TAAFT

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 126 / TESTED 10 JUN 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
012510 Jun 2026

ReadPartner v1.2

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 125 / TESTED 10 JUN 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
01249 Jun 2026

Superhuman AI

Productivity / desk research, filed before the Lab logged its counts

LAB REPORT 124 / TESTED 09 JUN 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
01239 Jun 2026

New Dialogue

Design / desk research, filed before the Lab logged its counts

LAB REPORT 123 / TESTED 09 JUN 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
01229 Jun 2026

Glean

Analytics / desk research, filed before the Lab logged its counts

LAB REPORT 122 / TESTED 09 JUN 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
01218 Jun 2026

Finalle.aiSUPERSEDED BY 0175

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 121 / TESTED 08 JUN 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
01208 Jun 2026

Devin Review

Dev Tools / desk research, filed before the Lab logged its counts

LAB REPORT 120 DEVIN / TESTED 08 JUN 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
01198 Jun 2026

Architect.new

Design / desk research, filed before the Lab logged its counts

LAB REPORT 119 / TESTED 08 JUN 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
01187 Jun 2026

MIAPI

Analytics / desk research, filed before the Lab logged its counts

LAB REPORT 118 / TESTED 07 JUN 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
01177 Jun 2026

Lumi.newSUPERSEDED BY 0135

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 117 / TESTED 07 JUN 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
01167 Jun 2026

Blink.new

Dev Tools / desk research, filed before the Lab logged its counts

LAB REPORT 116 / TESTED 07 JUN 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
01155 Jun 2026

Uramaki Studio AI v1.1.0

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 115 / TESTED 05 JUN 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
01145 Jun 2026

AskSary

Design / desk research, filed before the Lab logged its counts

LAB REPORT 114 / TESTED 05 JUN 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
01134 Jun 2026

BeatMV v2.4

Voice AI / desk research, filed before the Lab logged its counts

LAB REPORT 113 / TESTED 04 JUN 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
01123 Jun 2026

Vidlogi

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 112 / TESTED 03 JUN 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
01113 Jun 2026

InfographicAI

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 111 / TESTED 03 JUN 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
011031 May 2026

Napkin

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 110 / TESTED 31 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
010931 May 2026

HitPublish

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 109 / TESTED 31 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
010831 May 2026

Granola

Design / desk research, filed before the Lab logged its counts

LAB REPORT 108 / TESTED 31 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
010731 May 2026

Goblin Tools Magic ToDo

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 107 / TESTED 31 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
010631 May 2026

Choosaro

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 106 / TESTED 31 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
010530 May 2026

Melodio

Voice AI / desk research, filed before the Lab logged its counts

LAB REPORT 105 / TESTED 30 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
010429 May 2026

Pixley AI

Design / desk research, filed before the Lab logged its counts

LAB REPORT 104 / TESTED 29 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
010328 May 2026

Thunderbit Developer API

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 103 / TESTED 28 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
010227 May 2026

FliesReplies

Analytics / desk research, filed before the Lab logged its counts

LAB REPORT 102 / TESTED 27 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
010126 May 2026

SurfMind

Productivity / desk research, filed before the Lab logged its counts

LAB REPORT 101 / TESTED 26 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
010025 May 2026

Vidocu

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 100 / TESTED 25 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
009925 May 2026

Google Stitch & DESIGN.md

Analytics / desk research, filed before the Lab logged its counts

LAB REPORT 99 / TESTED 25 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
009823 May 2026

MakeForm

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 98 / TESTED 23 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
009722 May 2026

HitPublishSUPERSEDED BY 0109

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 97 / TESTED 22 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
009621 May 2026

VidocuSUPERSEDED BY 0100

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 96 / TESTED 21 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
009520 May 2026

Stitch

Design / desk research, filed before the Lab logged its counts

LAB REPORT 95 / TESTED 20 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
009420 May 2026

Pomelli

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 94 / TESTED 20 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
009320 May 2026

Littlebird

Productivity / desk research, filed before the Lab logged its counts

LAB REPORT 93 / TESTED 20 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
009220 May 2026

Google Flow

Voice AI / desk research, filed before the Lab logged its counts

LAB REPORT 92 / TESTED 20 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
009119 May 2026

Allowance

Security / desk research, filed before the Lab logged its counts

LAB REPORT 91 / TESTED 19 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
009018 May 2026

Windsurf

Dev Tools / desk research, filed before the Lab logged its counts

LAB REPORT 90 / TESTED 18 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
008918 May 2026

Serno

Productivity / desk research, filed before the Lab logged its counts

LAB REPORT 89 / TESTED 18 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
008818 May 2026

n8n

Dev Tools / desk research, filed before the Lab logged its counts

LAB REPORT 88 / TESTED 18 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
008718 May 2026

GranolaSUPERSEDED BY 0108

Analytics / desk research, filed before the Lab logged its counts

LAB REPORT 87 / TESTED 18 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
008617 May 2026

Tripo Studio

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 86 / TESTED 17 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
008517 May 2026

Kilo Code

Dev Tools / desk research, filed before the Lab logged its counts

LAB REPORT 85 / TESTED 17 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
008417 May 2026

CodeRabbit

Dev Tools / desk research, filed before the Lab logged its counts

LAB REPORT 84 / TESTED 17 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
008317 May 2026

AI Aware

Productivity / desk research, filed before the Lab logged its counts

LAB REPORT 83 / TESTED 17 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
008216 May 2026

GetIntel

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 82 / TESTED 16 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
008115 May 2026

Ignyte

Analytics / desk research, filed before the Lab logged its counts

LAB REPORT 81 / TESTED 15 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
008014 May 2026

Spokenly

Voice AI / desk research, filed before the Lab logged its counts

LAB REPORT 80 / TESTED 14 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
007914 May 2026

SodaMarketing

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 79 / TESTED 14 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
007814 May 2026

RoomLab

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 78 / TESTED 14 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
007714 May 2026

n8n AI Nodes

Security / desk research, filed before the Lab logged its counts

LAB REPORT 77 / TESTED 14 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
007613 May 2026

DesignVerse

Analytics / desk research, filed before the Lab logged its counts

LAB REPORT 76 / TESTED 13 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
007512 May 2026

Lumi.newSUPERSEDED BY 0135

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 75 / TESTED 12 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
007412 May 2026

AnyGen

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 74 / TESTED 12 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
007310 May 2026

Zetane

Design / desk research, filed before the Lab logged its counts

LAB REPORT 73 / TESTED 10 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
007210 May 2026

Tosea.ai

Productivity / desk research, filed before the Lab logged its counts

LAB REPORT 72 / TESTED 10 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
00719 May 2026

MotionGen

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 71 / TESTED 09 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
00709 May 2026

Motion

Analytics / desk research, filed before the Lab logged its counts

LAB REPORT 70 / TESTED 09 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
00699 May 2026

Me.bot

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 69 / TESTED 09 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
00688 May 2026

Voicenotes

Security / desk research, filed before the Lab logged its counts

LAB REPORT 68 / TESTED 08 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
00678 May 2026

Startuply.vc

Analytics / desk research, filed before the Lab logged its counts

LAB REPORT 67 / TESTED 08 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
00667 May 2026

VoiceAppear

Voice AI / desk research, filed before the Lab logged its counts

LAB REPORT 66 / TESTED 07 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
00657 May 2026

Capacities

Design / desk research, filed before the Lab logged its counts

LAB REPORT 65 / TESTED 07 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
00645 May 2026

Chattee AI App Builder v1.2

Dev Tools / desk research, filed before the Lab logged its counts

LAB REPORT 64 / TESTED 05 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
00635 May 2026

Bolta

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 63 / TESTED 05 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
00625 May 2026

AiTiger

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 62 / TESTED 05 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
00614 May 2026

NemoClaw

Security / desk research, filed before the Lab logged its counts

LAB REPORT 61 / TESTED 04 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
00603 May 2026

Zed

Dev Tools / desk research, filed before the Lab logged its counts

LAB REPORT 60 / TESTED 03 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
00593 May 2026

Podsuite

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 59 / TESTED 03 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
00581 May 2026

Truveta Intelligence

Analytics / desk research, filed before the Lab logged its counts

LAB REPORT 58 / TESTED 01 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
00571 May 2026

TasksMind

Dev Tools / desk research, filed before the Lab logged its counts

LAB REPORT 57 / TESTED 01 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
00561 May 2026

Imagine.bo

Dev Tools / desk research, filed before the Lab logged its counts

LAB REPORT 56 / TESTED 01 MAY 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
005529 Apr 2026

NxCode

Dev Tools / desk research, filed before the Lab logged its counts

LAB REPORT 55 / TESTED 29 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
005429 Apr 2026

Clockwise Prism

Productivity / desk research, filed before the Lab logged its counts

LAB REPORT 54 / TESTED 29 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
005328 Apr 2026

Wispr Flow

Voice AI / desk research, filed before the Lab logged its counts

LAB REPORT 53 / TESTED 28 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
005228 Apr 2026

alfred_

Productivity / desk research, filed before the Lab logged its counts

LAB REPORT 52 / TESTED 28 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
005127 Apr 2026

Vibeknow

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 51 / TESTED 27 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
005026 Apr 2026

GenPPT AI

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 50 / TESTED 26 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
004924 Apr 2026

Blink.newSUPERSEDED BY 0116

Dev Tools / desk research, filed before the Lab logged its counts

LAB REPORT 49 / TESTED 24 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
004823 Apr 2026

Kumo.ai

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 48 / TESTED 23 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
004723 Apr 2026

hiData

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 47 / TESTED 23 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
004623 Apr 2026

Akiflow

Productivity / desk research, filed before the Lab logged its counts

LAB REPORT 46 / TESTED 23 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
004522 Apr 2026

LinkedGrow

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 45 / TESTED 22 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
004421 Apr 2026

Geekflare Chat

Dev Tools / desk research, filed before the Lab logged its counts

LAB REPORT 44 / TESTED 21 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
004320 Apr 2026

StageFlow

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 43 / TESTED 20 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
004220 Apr 2026

Fello AI

Design / desk research, filed before the Lab logged its counts

LAB REPORT 42 / TESTED 20 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
004119 Apr 2026

ClickUp Super Agents

Analytics / desk research, filed before the Lab logged its counts

LAB REPORT 41 / TESTED 19 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
004019 Apr 2026

Amazon Q Developer /dev Agents

Dev Tools / desk research, filed before the Lab logged its counts

LAB REPORT 40 / TESTED 19 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
003919 Apr 2026

AgenticLens

Analytics / desk research, filed before the Lab logged its counts

LAB REPORT 39 / TESTED 19 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
003818 Apr 2026

nohow.ai

Analytics / desk research, filed before the Lab logged its counts

LAB REPORT 38 / TESTED 18 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
003718 Apr 2026

DreamflowSUPERSEDED BY 0193

Productivity / desk research, filed before the Lab logged its counts

LAB REPORT 37 / TESTED 18 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
003618 Apr 2026

ClawTab

Dev Tools / desk research, filed before the Lab logged its counts

LAB REPORT 36 / TESTED 18 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
003516 Apr 2026

Slite

Analytics / desk research, filed before the Lab logged its counts

LAB REPORT 35 / TESTED 16 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
003416 Apr 2026

Lovable Desktop

Dev Tools / desk research, filed before the Lab logged its counts

LAB REPORT 34 / TESTED 16 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
003316 Apr 2026

Glide

Analytics / desk research, filed before the Lab logged its counts

LAB REPORT 33 / TESTED 16 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
003215 Apr 2026

Zernio

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 32 / TESTED 15 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
003115 Apr 2026

OpenBrowser

Analytics / desk research, filed before the Lab logged its counts

LAB REPORT 31 / TESTED 15 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
003014 Apr 2026

Softr AI Co-Builder

Analytics / desk research, filed before the Lab logged its counts

LAB REPORT 30 / TESTED 14 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
002914 Apr 2026

Ovren

Dev Tools / desk research, filed before the Lab logged its counts

LAB REPORT 29 / TESTED 14 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
002813 Apr 2026

Mode AI

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 28 / TESTED 13 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
002712 Apr 2026

Chattitude AI

Analytics / desk research, filed before the Lab logged its counts

LAB REPORT 27 / TESTED 12 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
002612 Apr 2026

Audit Before You Add

Dev Tools / desk research, filed before the Lab logged its counts

LAB REPORT 26 / TESTED 12 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
002511 Apr 2026

Pensieve

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 25 / TESTED 11 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
002411 Apr 2026

MyClaw.ai

Design / desk research, filed before the Lab logged its counts

LAB REPORT 24 / TESTED 11 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
002311 Apr 2026

LikeClaw

Security / desk research, filed before the Lab logged its counts

LAB REPORT 23 / TESTED 11 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
002210 Apr 2026

WidgetVox

Voice AI / desk research, filed before the Lab logged its counts

LAB REPORT 22 / TESTED 10 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
002110 Apr 2026

OrbitMeet

Analytics / desk research, filed before the Lab logged its counts

LAB REPORT 21 / TESTED 10 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
002010 Apr 2026

Lessie AI

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 20 / TESTED 10 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
00199 Apr 2026

NovaVoice

Voice AI / desk research, filed before the Lab logged its counts

LAB REPORT 19 / TESTED 09 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
00189 Apr 2026

Nebils

Analytics / desk research, filed before the Lab logged its counts

LAB REPORT 18 / TESTED 09 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
00179 Apr 2026

MemSync

Security / desk research, filed before the Lab logged its counts

LAB REPORT 17 / TESTED 09 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
00169 Apr 2026

Ignitvio

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 16 / TESTED 09 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
00159 Apr 2026

deepidv

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 15 / TESTED 09 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
00149 Apr 2026

Chatforce

Dev Tools / desk research, filed before the Lab logged its counts

LAB REPORT 14 / TESTED 09 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
00138 Apr 2026

ParliAI

Productivity / desk research, filed before the Lab logged its counts

LAB REPORT 13 / TESTED 08 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
00128 Apr 2026

CrewAI Studio

Dev Tools / desk research, filed before the Lab logged its counts

LAB REPORT 12 / TESTED 08 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
00118 Apr 2026

Augment Code Intent

Dev Tools / desk research, filed before the Lab logged its counts

LAB REPORT 11 / TESTED 08 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
00107 Apr 2026

Workflow Machine

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 10 / TESTED 07 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
00097 Apr 2026

Klayn

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 9 / TESTED 07 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
00087 Apr 2026

Aider

Dev Tools / desk research, filed before the Lab logged its counts

LAB REPORT 8 / TESTED 07 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
00075 Apr 2026

Sleek Analytics

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 7 / TESTED 05 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
00065 Apr 2026

ParliAISUPERSEDED BY 0013

Productivity / desk research, filed before the Lab logged its counts

LAB REPORT 6 PARLIAI / TESTED 05 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
00055 Apr 2026

Influcio

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 5 / TESTED 05 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
00045 Apr 2026

Chattee

Dev Tools / desk research, filed before the Lab logged its counts

LAB REPORT 4 CHATTEE / TESTED 05 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
00034 Apr 2026

Superhuman39S Ai Triage Cuts

Marketing / desk research, filed before the Lab logged its counts

LAB REPORT 3 SUPERHUMAN AI TRIAGE / TESTED 04 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
00024 Apr 2026

Noiz AI

Voice AI / desk research, filed before the Lab logged its counts

LAB REPORT 2 NOIZ AI / TESTED 04 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED
00014 Apr 2026

Luzo

Dev Tools / desk research, filed before the Lab logged its counts

LAB REPORT 1 LUZO / TESTED 04 APR 2026 / UNSCORED

NO DIMENSION SCORES RECORDED
----UNSCORED

268 OF 268 ROWS SHOWN / MEDIAN 6.9 OF 10 ACROSS 96 SCORED / FILTER BY CLASS, BAND OR INTAKE DATE

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