BenchLeader

Yi Lightning

Yi Lightning is a 01.AI proprietary model. Its best configuration ranks #475 of 785 on the BenchLeader Index at 46.8 ±7.1, in the lower half. The ± is the point: 424 other configurations score within that range, so they and this one cannot be told apart on quality alone — price and speed are what separate them. It scores highest in human preference (49) and lowest in coding (35). Last measured 22 Oct 2026.

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date not published by our sources
How it scores by categoryDashed line = average model (50). One step of 15 = one standard deviation.
  1. Overall index47
  2. Reasoning49
  3. Coding35
  4. Maths47
  5. Human preference49

How its index has moved

19 Sept 2026 to 21 Oct 2026
404755

The index is recomputed from scratch every day, so a line moves when a new benchmark result lands, when a publisher revises a score, or when the models it is normalised against change. Early movement usually means the score is still settling.

Benchmark results

See all LLM benchmarks. One column per reasoning effort. Rank is among every configuration of every model on that benchmark. Hover a score for the run it came from.

Reasoning

Benchmarknot statedSourceTrend
Arena Hard Prompts1341#222Arena (LMArena)

Coding

Benchmarknot statedSourceTrend
Arena Coding1368#224Arena (LMArena)
Aider Polyglot12.9%#43Aider polyglot leaderboard

Maths

Benchmarknot statedSourceTrend
Arena Maths1304#225Arena (LMArena)

Instruction following

Benchmarknot statedSourceTrend
Arena Instruction Followingnot in index1308#230Arena (LMArena)

Human preference

Benchmarknot statedSourceTrend
Arena Text1328#224Arena (LMArena)
Arena Creative Writingnot in index1297#220Arena (LMArena)
Arena Multi-turnnot in index1330#210Arena (LMArena)
Arena Longer Queriesnot in index1325#235Arena (LMArena)

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Questions people ask

What are Yi Lightning's benchmark scores?
As of 25 Oct 2026, Yi Lightning scores 46.8 ±7.1 on the BenchLeader Index, strongest in human preference (49) and weakest in coding (35). That rests on 5 independent benchmark results, and every score on this page links to its publisher.
How does Yi Lightning rank?
Yi Lightning is #475 of 785 ranked configurations on 25 Oct 2026. 424 other configurations score within its margin, so the exact position matters less than the band. The leader is Claude Opus 5.5 (max effort) at 72.6.

Data as of 25 Oct 2026. Compare with another model.

Cite as: BenchLeader, “Yi Lightning: benchmarks, pricing, speed and rank”, data as of 25 Oct 2026, https://www.benchleader.com/models/yi-lightning.