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productivity benchmark

AA-Briefcase Leaderboard

AA-Briefcase is an Artificial Analysis evaluation of AI systems on professional knowledge-work tasks, reported as an Elo score.

Updated Sep 5, 2026

Models3
Model coverage3
MetricScore
EvidenceB

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AA-Briefcase Ranking

Higher score ranks better on this benchmark.

3 rows
Columns

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Sort by
Rank
Model
Score
Percentile
Participants
Evidence
Evaluated
Rank01ModelXAGrok 4.6xAIScore1,577.00 pointsPercentile100.00%Participants3EvidenceCEvaluatedSep 8, 2026
Rank02ModelMAKimi K3Moonshot AIScore1,548.00 pointsPercentile50.00%Participants3EvidenceBEvaluatedSep 8, 2026
Rank03ModelTMInkling-SmallThinking Machines LabScore917.00 pointsPercentile0.00%Participants3EvidenceCEvaluatedSep 8, 2026

AA-Briefcase Highlights

The leading models and scores on this benchmark.

AA-Briefcase Score Distribution

A closer view of the leading scores on this benchmark.

AA-Briefcase

The Top AI Models for AA-Briefcase

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

What is AA-Briefcase?

What AA-Briefcase measures and how its scores work.

AA-Briefcase is an Artificial Analysis benchmark for evaluating AI systems on professional knowledge-work tasks.

It measures performance on professional knowledge-work tasks using the Score metric in points, reported as an Elo score.

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

Family
AA-Briefcase
Modality
text
Primary category
productivity
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 AA-Briefcase.

Which model scores highest on AA-Briefcase?

Grok 4.6 is currently ranked first with 1,577.00 points.

What are the top three models on AA-Briefcase?

The current leaders are Grok 4.6 (1,577.00 points), Kimi K3 (1,548.00 points), and Inkling-Small (917.00 points).

Which AA-Briefcase model has the lowest official input price?

Grok 4.6 has the lowest matched official input price at $2.0 input / $6.0 output per 1M tokens.

Which models are fastest among AA-Briefcase results?

The fastest matched records are Grok 4.6 (132.69 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 AA-Briefcase measure?

It measures performance on professional knowledge-work tasks using the Score metric in points, reported as an Elo score.

Is a higher score better?

Yes. Higher values rank better for this benchmark.

How many models are compared?

3 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.

Rank #1Grok 4.61,577.00 points
Rank #2Kimi K31,548.00 points
Rank #3Inkling-Small917.00 points

Ranking basisThis aa-briefcase 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
    Grok 4.6xAI
    Score
    1,577.00 points
    Price
    $2.0 input / $6.0 output per 1M tokens
    Speed
    Up to 132.69 tok/s via xAI

    Strengths

    • Ranks #1 of 3 compared models
    • 100th percentile on this benchmark
    • C evidence result

    Considerations

    • This result measures AA-Briefcase, not total model capability
  2. 02
    MA
    Kimi K3Moonshot AI
    Score
    1,548.00 points
    Price
    $3.0 input / $15 output per 1M tokens

    Strengths

    • Ranks #2 of 3 compared models
    • 50th percentile on this benchmark
    • B evidence result

    Considerations

    • This result measures AA-Briefcase, not total model capability
  3. 03
    TM
    Thinking Machines Lab
    Score
    917.00 points

    Strengths

    • Ranks #3 of 3 compared models
    • 0th percentile on this benchmark
    • C evidence result

    Considerations

    • This result measures AA-Briefcase, not total model capability

Selection summary

Best AI Models for AA-Briefcase

Grok 4.6 currently leads AA-Briefcase with 1,577.00 points. 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.

Inkling-Small
Benchmark rank #1Grok 4.61,577.00 points · $2.0 input / $6.0 output per 1M tokens
Benchmark rank #2Kimi K31,548.00 points · $3.0 input / $15 output per 1M tokens
Benchmark rank #3Inkling-Small917.00 points