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Tool Leaderboard

Published review scores in the active catalog, ranked under aicoolies Score v1 — one editorial rubric, four 0–100 axes. Verified status is reserved for reviews with the required reproducible test evidence; older scores can be legacy or unclassified.

406 tools scored · showing 301–400 · active catalog only · raw data (CC-BY 4.0) →

Look beyond the score.

aicoolies Score Most Upvoted Most Stacked

rubric:overallspeed privacy dx

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Tool rankings, sorted by Overall
#	Tool	Overall	Speed	Privacy	Dev Experience	Review
301	W&B WeaveOSS	82	84	76	85	read →
302	Windows-MCPOSS	82	78	62	82	read →
303	AgentaOSS	81	80	84	80	read →
304	CrewAIOSS	81	72	85	84	read →
305	Dash0	81	84	72	84	read →
306	FAISSOSS	81	88	82	74	read →
307	KubescapeOSS	81	78	88	79	read →
308	LaminarOSS	81	82	85	81	read →
309	MirascopeOSS	81	85	90	83	read →
310	OpikOSS	81	80	82	84	read →
311	PurpleLlamaOSS	81	65	97	72	read →
312	Pydantic LogfireOSS	81	78	74	90	read →
313	Replit	81	88	68	83	read →
314	Talk to Figma MCPOSS	81	76	72	83	read →
315	Trae AgentOSS	81	78	86	79	read →
316	AccuKnoxOSS	80	82	88	72	read →
317	AgentOpsOSS	80	78	62	85	read →
318	AutoGenOSS	80	74	83	74	read →
319	BrowserStack	80	75	60	82	read →
320	CodeScene	80	72	82	76	read →
321	Codex	80	72	68	79	read →
322	Coralogix	80	88	85	74	read →
323	Cubic	80	78	88	84	read →
324	CypressOSS	80	75	85	92	read →
325	EvolverOSS	80	70	85	78	read →
326	FlashMLAOSS	80	95	95	60	read →
327	Framer	80	88	65	75	read →
328	Freestyle	80	82	78	78	read →
329	GiskardOSS	80	76	84	79	read →
330	GitHub Copilot CLI	80	82	65	78	read →
331	Grok	80	88	60	75	read →
332	HatchetOSS	80	82	85	84	read →
333	Hyperbrowser	80	82	70	84	read →
334	Karate DSLOSS	80	76	88	78	read →
335	Kiro	80	72	88	78	read →
336	LangSmith	80	75	65	85	read →
337	Maxim AI	80	82	72	83	read →
338	Monte Carlo	80	78	90	74	read →
339	OnlookOSS	80	84	90	82	read →
340	OpenLLMetryOSS	80	84	88	82	read →
341	PR-AgentOSS	80	82	84	78	read →
342	Refact.aiOSS	80	75	95	72	read →
343	SkyvernOSS	80	58	72	76	read →
344	Slack MCP ServerOSS	80	78	76	78	read →
345	WhatTheDiff	80	86	78	84	read →
346	Augment Code	79	76	82	80	read →
347	CleanlabOSS	79	78	79	80	read →
348	DaytonaOSS	79	90	88	80	read →
349	Devin	79	85	62	76	read →
350	JetBrains AI	79	82	88	76	read →
351	LlamafileOSS	79	70	98	74	read →
352	Panto AI	79	84	85	76	read →
353	Qodo	79	78	83	80	read →
354	RAGASOSS	79	76	90	80	read →
355	SWE-AgentOSS	79	65	88	75	read →
356	Upstash Vector	79	86	66	85	read →
357	Warp	79	88	45	83	read →
358	AppFlowyOSS	78	90	96	80	read →
359	BrunoOSS	78	90	95	82	read →
360	Cloudflare Vectorize	78	86	66	84	read →
361	DB-GPTOSS	78	70	80	74	read →
362	FlowiseOSS	78	85	90	77	read →
363	ForgeCodeOSS	78	92	90	77	read →
364	Gemini Code Assist	78	80	72	76	read →
365	GenericAgentOSS	78	75	90	72	read →
366	JestOSS	78	62	90	82	read →
367	kagentOSS	78	76	83	76	read →
368	Kimi Code	78	75	58	76	read →
369	LangWatchOSS	78	80	86	76	read →
370	Metoro	78	85	70	79	read →
371	MindsDB Query Engine	78	76	82	80	read →
372	OpenAI EvalsOSS	78	79	87	76	read →
373	OpenObserveOSS	78	72	85	74	read →
374	PagerDuty	78	72	80	76	read →
375	PromptLayer	78	76	68	82	read →
376	SmitheryOSS	78	84	65	85	read →
377	Trae	78	80	35	82	read →
378	ActivepiecesOSS	77	80	92	78	read →
379	CLIProxyAPIOSS	77	74	55	78	read →
380	Google Colab	77	78	72	80	read →
381	OpenSREOSS	77	75	85	75	read →
382	Sourcery	77	85	82	80	read →
383	Amazon Q CLI	76	85	80	78	read →
384	HeroUI ChatOSS	76	88	74	84	read →
385	HoppscotchOSS	76	95	90	80	read →
386	KodusOSS	76	78	90	74	read →
387	Kubiya	76	78	71	77	read →
388	MicrosandboxOSS	76	88	95	72	read →
389	Pieces for Developers	76	80	91	75	read →
390	TestsigmaOSS	76	72	84	74	read →
391	TraceloopOSS	76	82	80	72	read →
392	Tusk	76	80	72	82	read →
393	Vanna AIOSS	76	78	86	80	read →
394	ModelScanOSS	75	92	95	74	read →
395	CircleCI	74	85	55	78	read →
396	Corridor	74	82	80	76	read →
397	Ellipsis	74	82	84	78	read →
398	Open InterpreterOSS	74	78	92	72	read →
399	Supabase MCPOSS	74	78	58	80	read →
400	SweepOSS	74	82	78	76	read →

overall is a considered editorial judgment, not an average of the other three — see how scores are assigned. Citing a score? Reference it as “aicoolies Score v1” with a link.