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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 201–300 · active catalog only · raw data (CC-BY 4.0) →

Look beyond the score.

aicoolies Score Most Upvoted Most Stacked

rubric:overallspeed privacy dx

Scroll horizontally to compare all columns →

Tool rankings, sorted by Overall
#	Tool	Overall	Speed	Privacy	Dev Experience	Review
201	Gemini CLIOSS	84	78	70	83	read →
202	GitGuardian	84	82	86	83	read →
203	GitleaksOSS	84	90	92	86	read →
204	GooseOSS	84	80	95	78	read →
205	Graphite	84	88	92	80	read →
206	HeliconeOSS	84	87	82	92	read →
207	HumanLayerOSS	84	78	86	82	read →
208	Incident.io	84	82	78	86	read →
209	InfinityOSS	84	88	90	80	read →
210	$Infracost logo$ InfracostOSS	84	88	82	86	read →
211	KeployOSS	84	86	90	78	read →
212	LemonadeOSS	84	88	95	80	read →
213	LM Studio	84	82	98	86	read →
214	mcp-goOSS	84	83	84	87	read →
215	MilvusOSS	84	82	76	78	read →
216	MLflowOSS	84	78	88	82	read →
217	pgvectorscaleOSS	84	88	92	80	read →
218	PiOSS	84	85	84	86	read →
219	Qwen CodeOSS	84	85	80	85	read →
220	Railway	84	88	78	92	read →
221	Roomote	84	80	78	88	read →
222	RybbitOSS	84	90	95	88	read →
223	ShannonOSS	84	55	78	75	read →
224	Sourcegraph	84	90	88	82	read →
225	Spotlight by BackplanesOSS	84	95	96	88	read →
226	TracewayOSS	84	88	92	86	read →
227	Uizard	84	88	76	80	read →
228	WindmillOSS	84	95	88	87	read →
229	WorkOS	84	86	78	88	read →
230	agmsgOSS	83	84	82	85	read →
231	AiderOSS	83	80	96	82	read →
232	BotpressOSS	83	86	74	88	read →
233	Browserbase MCP ServerOSS	83	84	76	85	read →
234	BugBot	83	84	80	87	read →
235	Checkpoints by EntireOSS	83	88	80	85	read →
236	Codeium	83	88	85	84	read →
237	Dify	83	80	88	82	read →
238	fast-agentOSS	83	80	88	86	read →
239	GhosttyOSS	83	96	99	80	read →
240	Grok Bot	83	85	71	86	read →
241	HeadroomOSS	83	85	78	82	read →
242	HyperDXOSS	83	85	86	82	read →
243	Jules	83	85	68	85	read →
244	kubectl-aiOSS	83	84	82	82	read →
245	LightRAGOSS	83	72	85	78	read →
246	Netlify	83	86	80	88	read →
247	New Relic	83	85	78	80	read →
248	OpenCodeOSS	83	81	90	86	read →
249	OpenTofuOSS	83	85	88	82	read →
250	RequestlyOSS	83	85	80	87	read →
251	Screenpipe	83	88	75	80	read →
252	SonarCloud	83	79	72	88	read →
253	TruLensOSS	83	78	88	83	read →
254	turbopuffer	83	75	78	82	read →
255	AgnoOSS	82	85	83	88	read →
256	Amazon Q Developer	82	85	78	80	read →
257	AppwriteOSS	82	80	95	83	read →
258	AtlantisOSS	82	80	90	81	read →
259	BatonOSS	82	88	80	86	read →
260	Baz	82	78	72	80	read →
261	Better Stack	82	85	73	85	read →
262	Codacy	82	80	78	83	read →
263	CodeAnt AIOSS	82	80	88	78	read →
264	ComposioOSS	82	81	77	86	read →
265	Confident AI	82	84	78	86	read →
266	Crawl4AIOSS	82	80	95	80	read →
267	DefectDojoOSS	82	74	90	72	read →
268	Diffblue Cover	82	95	92	78	read →
269	EmdashOSS	82	88	85	79	read →
270	Evidently AIOSS	82	78	90	80	read →
271	exoOSS	82	68	95	70	read →
272	Factory Droid	82	70	82	80	read →
273	Figma MCP ServerOSS	82	80	85	84	read →
274	FuzzyAIOSS	82	78	85	80	read →
275	GitButler	82	92	90	85	read →
276	Gitpod	82	83	85	81	read →
277	GraphBitOSS	82	90	85	78	read →
278	Grok Build	82	84	72	80	read →
279	Grok CLIOSS	82	84	74	86	read →
280	Intuned Agent	82	84	72	85	read →
281	Kilo CodeOSS	82	80	88	79	read →
282	LangChainOSS	82	78	85	76	read →
283	LiteLLMOSS	82	78	85	80	read →
284	Lovable	82	95	75	80	read →
285	Middleware	82	85	86	83	read →
286	Mintlify	82	90	78	88	read →
287	OpenClawOSS	82	75	60	78	read →
288	OpenSearchOSS	82	81	90	78	read →
289	PlanetScale	82	86	80	85	read →
290	Postman	82	62	55	88	read →
291	PrivateGPTOSS	82	62	99	78	read →
292	Qwen-AgentOSS	82	85	80	84	read →
293	RampartOSS	82	78	84	86	read →
294	Relevance AI	82	84	76	86	read →
295	RobustaOSS	82	80	81	83	read →
296	Rootly	82	80	85	84	read →
297	Sedai	82	80	78	80	read →
298	Signadot	82	90	80	86	read →
299	TestSprite	82	86	70	88	read →
300	VespaOSS	82	85	90	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.