{"id":"c96ffcfc-5848-4205-b175-ad0168600e77","name":"Mecka","slug":"mecka","description":"Mecka (mecka.ai) builds physical AI / robotics data and evaluation tooling. On Sep 24 2026 it published the WetLabs Benchmark, testing frontier LLM control of 6-DoF lab robot arms across nine science lab tasks with no demonstrations or fine-tuning.","status":"private","founded":null,"hq":"Undisclosed","hqLat":null,"hqLng":null,"hqGeocodedAt":null,"hqAddress":null,"hqPrecision":null,"website":"https://www.mecka.ai/","fundingTotal":null,"type":"brain","roles":[],"reviewStatus":"reviewed","heatIndex":0,"lifecycleState":"active","supersededByCompanyId":null,"sources":[{"url":"https://www.mecka.ai/blog/wetlab","title":"WetLabs Benchmark: Are Astra, Fable 5.1 and Opus 5.5 ready for science lab tasks?","sourceName":"Mecka (official blog)","publishedAt":"2026-09-24"},{"url":"https://x.com/joshavata/status/2103533019172950217","title":"Josh Avata / Mecka: WetLabs Benchmark announcement","sourceName":"X (@joshavata)","publishedAt":"2026-09-24"},{"url":"https://www.mecka.ai/","title":"Mecka (official)","sourceName":"Mecka (official)","publishedAt":"2026-09-25"}],"keyFacts":[{"label":"WetLabs Benchmark results (company-stated Sep 2026)","value":"Company-stated ([company-stated](https://www.mecka.ai/blog/wetlab)): Mecka WetLabs Benchmark tested 9 science lab tasks x 3 frontier models x 20 attempts each (540 attempts total), with no demonstrations or fine-tuning. Task completion: GPT-6 Astra 25.6% (46/180), Claude Opus 5.5 23.3% (42/180), Claude Fable 5.1 12.2% (22/180). Human evaluators confirmed 110 successful attempts total across all runs. Cap: company evaluation blog; independent replication not reviewed this pass. LLM models named inside this fact only (no separate robot model pages)"},{"label":"WetLabs Benchmark setup (company-stated Sep 2026)","value":"Company-stated ([company-stated](https://www.mecka.ai/blog/wetlab)): robots were two YAM rigs, each with two 6-DoF arms and parallel-jaw grippers. Models controlled arms via a shared prompt, medium reasoning effort, and a 16,000-token output limit. Cap: company benchmark methodology page"},{"label":"WetLabs cost and failure modes (company-stated Sep 2026)","value":"Company-stated ([company-stated](https://www.mecka.ai/blog/wetlab)): Astra mean estimated API cost ~$8.64/attempt vs Opus 5.5 ~$2.39 (~3.6x). Failure modes include crushed glassware, missed grasps, and done hallucinations (models said done on 192 attempts; humans confirmed 103 success / 79 partial / 10 fail among those). Cap: company evaluation blog"},{"label":"Physical AI data engine","value":"Mecka describes itself as the data and deployment layer for physical AI, capturing and evaluating real-world activity into datasets for robotics and AI teams ([Mecka](https://www.mecka.ai/)).","sourceUrl":"https://www.mecka.ai/"}],"aliases":["Mecka AI","mecka.ai","WetLabs","WetLabs Benchmark"],"collisionRisk":"low","reviewNote":null,"atsProvider":null,"atsSlug":null,"factoryLocations":null,"manufacturingCapacity":null,"orgType":null,"burnSignal":null,"litigationEvents":null,"insurancePostureDisclosed":null,"unitEconomicsDisclosed":null,"tickerSymbol":null,"stockExchange":null,"secCik":null,"revenueUsd":null,"revenueBasis":null,"revenueAsOf":null,"employeeCount":null,"employeeCountBasis":null,"employeeCountAsOf":null,"marketCapUsd":null,"marketCapAsOf":null,"marketCapSource":null,"createdAt":"2026-09-26T01:54:39.401Z","updatedAt":"2026-09-29T21:19:33.963Z","jsonLd":{"@context":"https://schema.org","@type":"Organization","@id":"https://registry.deploy.report/companies/mecka","url":"https://registry.deploy.report/companies/mecka","name":"Mecka","alternateName":["Mecka AI","mecka.ai","WetLabs","WetLabs Benchmark"],"description":"Mecka (mecka.ai) builds physical AI / robotics data and evaluation tooling. On Sep 24 2026 it published the WetLabs Benchmark, testing frontier LLM control of 6-DoF lab robot arms across nine science lab tasks with no demonstrations or fine-tuning.","identifier":"c96ffcfc-5848-4205-b175-ad0168600e77","address":"Undisclosed","publisher":{"@id":"https://deploy.report/#organization"}},"framework_metadata":{"framework_schema_version":"0.1.0","verification_status":"verified","maturity_stage":null,"lifecycle_state":null,"architectural_position":{"cohort":null,"sub_cohorts":[]},"within_cohort_verified_vs_claimed_pair":null,"cap_flags":[],"verification_depth":{"sources_count":3,"primary_source_types":["primary-company-ir"]}}}