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science benchmark

LatchBio Capabilities v1.0 Leaderboard

LatchBio Capabilities v1.0 is a cross-benchmark evaluation of agentic biological data analysis.

Updated Sep 24, 2026

Models1
Model coverage1
MetricScore
EvidenceB

On this page

  • Ranking
  • Highlights
  • Top models
  • About
  • FAQ

LatchBio Capabilities v1.0 Ranking

Higher score ranks better on this benchmark.

1 row
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Rank
Model
Score
Percentile
Participants
Evidence
Evaluated
Rank01ModelXAGrok 4.7xAIScore44.50%Percentile100.00%Participants1EvidenceCEvaluatedSep 25, 2026

LatchBio Capabilities v1.0 Highlights

The leading models and scores on this benchmark.

Rank #1Grok 4.744.50%

The Top AI Models for LatchBio Capabilities v1.0

The first five results on this benchmark, with official price and output speed added where the model identity can be matched.

Ranking basisThis latchbio capabilities v1.0 AI model leaderboard uses descending score in the benchmark original unit. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.

  1. 01
    XA
    xAI
    Score
    44.50%
    Price
    $2.0 input / $6.0 output per 1M tokens
    Speed
    Up to 8.14 tok/s via xAI

    Strengths

    • Ranks #1 of 1 compared models
    • 100th percentile on this benchmark
    • C evidence result

    Considerations

    • This result measures LatchBio Capabilities v1.0, not total model capability

Selection summary

Best AI Models for LatchBio Capabilities v1.0

Grok 4.7 currently leads LatchBio Capabilities v1.0 with 44.50%. It is the top model on this specific benchmark, while the best LLM for the broader task should also be checked against other benchmarks, price, and runtime.

Use this leaderboard with the supporting benchmark results and coverage details above. A leaderboard position summarizes the selected ranking signal; it does not replace workload-specific testing.

What is LatchBio Capabilities v1.0?

What LatchBio Capabilities v1.0 measures and how its scores work.

LatchBio Capabilities v1.0 is a cross-benchmark evaluation of agentic biological data analysis.

It measures agentic biological data analysis using Score, calculated as the equally weighted mean of observed scores across 11 capability benchmarks and reported as a ratio.

Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.

Family
LatchBio Capabilities v1.0
Modality
text
Primary category
science
Score direction
higher
LLMBoard eligible
No
Evaluation key
overall

LLM Stats. Benchmark scores retain their original unit. Overall score eligibility is shown separately.

FAQ

Common questions about LatchBio Capabilities v1.0.

Which model scores highest on LatchBio Capabilities v1.0?

Grok 4.7 is currently ranked first with 44.50%.

What are the top three models on LatchBio Capabilities v1.0?

The current leaders are Grok 4.7 (44.50%).

Which LatchBio Capabilities v1.0 model has the lowest official input price?

Grok 4.7 has the lowest matched official input price at $2.0 input / $6.0 output per 1M tokens.

Which models are fastest among LatchBio Capabilities v1.0 results?

The fastest matched records are Grok 4.7 (8.14 tok/s via xAI).

Does the highest score result prove overall model quality?

No. This benchmark measures one defined capability or task. The overall LLMBoard score uses a separate aggregation across eligible benchmark evidence.

What does LatchBio Capabilities v1.0 measure?

It measures agentic biological data analysis using Score, calculated as the equally weighted mean of observed scores across 11 capability benchmarks and reported as a ratio.

Is a higher score better?

Yes. Higher values rank better for this benchmark.

How many models are compared?

1 model results are currently shown.

Does this benchmark affect the overall score?

No. This benchmark is shown for reference but does not contribute to the overall score.

Grok 4.7
Benchmark rank #1Grok 4.744.50% · $2.0 input / $6.0 output per 1M tokens