Artificial Analysis LiveCodeBench (AA LiveCodeBench)
We show this table for reference; we do not rank on it.
An independently evaluated LiveCodeBench result from Artificial Analysis.
Benchmark score on AA LiveCodeBench — November 13, 2026
We compile the AA LiveCodeBench rows from secondary reports. Gemini 3 Pro leads the table at 91.7%, followed by GLM-4.7 (89.4%) and GPT-OSS 120B (87.8%). We do not use these results to rank models overall.
Gemini 3 Pro
GLM-4.7
Z.AI
Carried from an upstream pageGPT-OSS 120B
OpenAI
Carried from an upstream page13 modelsCodingCurrentDisplay onlyUpdated November 13, 2026
Benchmark score table (13 models)
None of the 13 results on this page has a documented run by the benchmark or an independent evaluator: 13 carried from an upstream page, where who ran them is not recorded.
| Rank | Model / configuration | Score | Who ran it | Parameters (B) | Open / closed |
|---|---|---|---|---|---|
| 1 | Gemini 3 ProGoogleCarried from an upstream page | 91.7% | Carried from an upstream page | Not reported | Closed |
| 2 | GLM-4.7Z.AICarried from an upstream page | 89.4% | Carried from an upstream page | Not reported | Open |
| 3 | GPT-OSS 120BOpenAICarried from an upstream page | 87.8% | Carried from an upstream page | Not reported | Open |
| 4 | Claude Opus 4.5 ThinkingAnthropicCarried from an upstream page | 87.1% | Carried from an upstream page | Not reported | Closed |
| 5 | GPT-5.1OpenAICarried from an upstream page | 86.8% | Carried from an upstream page | Not reported | Closed |
| 6 | o4-miniOpenAICarried from an upstream page | 85.9% | Carried from an upstream page | Not reported | Closed |
| 7 | GPT-5 (high)OpenAICarried from an upstream page | 84.6% | Carried from an upstream page | Not reported | Closed |
| 8 | GPT-5 miniOpenAICarried from an upstream page | 83.8% | Carried from an upstream page | Not reported | Closed |
| 9 | Grok 4 Fast (Reasoning)xAICarried from an upstream page | 83.2% | Carried from an upstream page | Not reported | Closed |
| 10 | Grok 4.1 Fast (Reasoning)xAICarried from an upstream page | 82.2% | Carried from an upstream page | Not reported | Closed |
| 11 | Grok 4xAICarried from an upstream page | 81.9% | Carried from an upstream page | Not reported | Closed |
| 12 | o3OpenAICarried from an upstream page | 80.8% | Carried from an upstream page | Not reported | Closed |
| 13 | Gemini 2.5 ProGoogleCarried from an upstream page | 80.1% | Carried from an upstream page | Not reported | Closed |
- Lab-reported
- Benchmark-run
- Independent
Among the reported AA LiveCodeBench rows, Gemini 3 Pro is first at 91.7%. The third row is 3.9 points behind. The broader top-10 range is 9.5 points, so many of the published results sit in a relatively narrow band.
13 models have been evaluated on AA LiveCodeBench. The benchmark falls in the Coding category. AA LiveCodeBench is currently displayed for reference but excluded from the scoring formula, so it does not directly affect overall rankings.
About AA LiveCodeBench
Year
2026
Tasks
Contamination-resistant coding tasks
Format
Pass rate
Difficulty
Competitive programming
Stored separately from the core LiveCodeBench lane because Artificial Analysis controls the evaluation configuration.
Freshness and provenance
Version
AA LiveCodeBench 2026
Refresh cadence
Quarterly
Staleness state
Current
Question availability
Public benchmark set
BenchLM uses freshness metadata to decide whether a benchmark should still be treated as a strong differentiator, a benchmark to watch, or a display-only reference. For the full scoring policy, see the BenchLM methodology page.
Questions
What does AA LiveCodeBench measure?
An independently evaluated LiveCodeBench result from Artificial Analysis.
Which model scores highest on AA LiveCodeBench?
Gemini 3 Pro by Google currently leads with a score of 91.7% on AA LiveCodeBench.
How many models are evaluated on AA LiveCodeBench?
13 AI models have published results on AA LiveCodeBench in the BenchLM catalog.
Compare top models on AA LiveCodeBench
Know when it’s worth switching models
The model to choose, the cheaper alternative, and the release we would wait on.
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