Model profile
Gemini 3.6 Flash
Evidence coverage
19 of 323 tracked benchmarks are published. 3 are verified and 16 provisional. 5 of 8 categories are measured.
- Published / tracked
- 19 / 323
- Verified
- 3
- Provisional
- 16
- Categories with evidence
- 5 / 8
Evidence by category
- Agentic7 benchmarksMixed evidence
- Coding3 benchmarksMixed evidence
- Reasoning2 benchmarksReported
- Knowledge6 benchmarksReported
- Math0 benchmarksNot measured
- Multilingual0 benchmarksNot measured
- Multimodal1 benchmarkReported
- Inst. Following0 benchmarksNot measured
BenchLM is tracking Gemini 3.6 Flash, but this profile is currently excluded from the public leaderboard because it still lacks enough non-generated benchmark coverage to rank safely. Only non-generated public benchmark rows appear below.
Gemini 3.6 Flash is a proprietary model with a 1M token context window. It uses explicit chain-of-thought reasoning, which typically improves performance on math and complex reasoning tasks at the cost of higher latency and token usage.
Available through the Gemini API in Google AI Studio and Android Studio, Google Antigravity, Gemini Enterprise, and the Gemini app.
BenchLM links it directly to Gemini 3.5 Flash as the earlier related model in that lineage. This profile currently has 19 of 323 tracked benchmarks. BenchLM only exposes non-generated benchmark rows publicly, so missing categories stay blank until a sourced evaluation is available.
Peer position
Exact provisional scores and ranks for the closest listed peers. A score can appear before a model clears the evidence threshold for a rank, so equal scores can have different rank states.
Range 77.44–83.93
- Claude Mythos 5AnthropicCompare#183.93Claude Mythos 5 is #1 with a score of 83.93.
- Claude Fable 5AnthropicCompare#283.68Claude Fable 5 is #2 with a score of 83.68.
- GPT-5.6 SolOpenAICompare#381.96GPT-5.6 Sol is #3 with a score of 81.96.
- Kimi K3Moonshot AICompare#480.96Kimi K3 is #4 with a score of 80.96.
- Claude Opus 4.8AnthropicCompare#578.34Claude Opus 4.8 is #5 with a score of 78.34.
- Muse Spark 1.1MetaCompare#677.44Muse Spark 1.1 is #6 with a score of 77.44.
- Gemini 3.6 FlashCurrent modelGoogleUnrankedNot measuredGemini 3.6 Flash is Unranked with a score of Not measured.
Category percentile
More
Relative position among models eligible for each sourced category. A higher percentile means a stronger position within that category's ranked cohort; 100 is highest.
Category evidence
Scores and ranks appear only where this model has published benchmark evidence. Categories without displayable source records remain not measured.
| Category | Score | Rank | Percentile | Weight | Benchmarks | Evidence |
|---|---|---|---|---|---|---|
| AgenticRank Not rankedWeight 22%7 benchmarksMixed sources | 82.5 | Not ranked | Not available | 22% | 7 benchmarks | Mixed sources |
| CodingWeight 20%3 benchmarksMixed sources | Score pending | Not ranked | Not available | 20% | 3 benchmarks | Mixed sources |
| ReasoningWeight 17%2 benchmarksReported | Score pending | Not ranked | Not available | 17% | 2 benchmarks | Reported |
| KnowledgeWeight 12%6 benchmarksReported | Score pending | Not ranked | Not available | 12% | 6 benchmarks | Reported |
| MathWeight 5%0 benchmarksNot measured | Not measured | Not ranked | Not available | 5% | 0 benchmarks | Not measured |
| MultilingualWeight 7%0 benchmarksNot measured | Not measured | Not ranked | Not available | 7% | 0 benchmarks | Not measured |
| MultimodalWeight 12%1 benchmarkReported | Score pending | Not ranked | Not available | 12% | 1 benchmark | Reported |
| Inst. FollowingWeight 5%0 benchmarksNot measured | Not measured | Not ranked | Not available | 5% | 0 benchmarks | Not measured |
Chatbot Arena performance
Scroll horizontally to inspect confidence intervals and vote counts.
| View | Elo | Confidence interval | Votes |
|---|---|---|---|
| Text Overall | 1485 | ±8.9 | 4,744 |
| Coding | 1524 | ±15.8 | 1,481 |
| Math | 1517 | ±38.4 | 224 |
| Instruction Following | 1480 | ±15.1 | 1,643 |
| Creative Writing | 1478 | ±21.9 | 782 |
| Multi-turn | 1476 | ±21.7 | 803 |
| Hard Prompts | 1504 | ±10.9 | 3,207 |
| Hard Prompts (English) | 1499 | ±15.0 | 1,647 |
| Longer Query | 1493 | ±13.6 | 2,103 |
Benchmark Details
Rows below have a displayable published verification record. Each source link and provenance note remains in the page HTML while its category is closed. Source-unverified manual rows and generated rows stay hidden.
Agentic7 benchmarks
Artificial Analysis Agentic Index
GDPval-AA normalized
Artificial Analysis Briefcase
Artificial Analysis Tau3-Banking
Coding3 benchmarks
Artificial Analysis Coding Index
Artificial Analysis SciCode
Reasoning2 benchmarks
Artificial Analysis Long Context Reasoning
Critical Physics Tasks
Knowledge6 benchmarks
Artificial Analysis GPQA Diamond
Artificial Analysis Humanity's Last Exam
Artificial Analysis Omniscience Index
Artificial Analysis Omniscience Accuracy
Artificial Analysis Omniscience Hallucination Rate
Multimodal1 benchmark
Artificial Analysis MMMU-Pro
Frequently Asked Questions
How does Gemini 3.6 Flash perform overall in AI benchmarks?
Gemini 3.6 Flash has 19 published benchmark scores on BenchLM, but it does not yet have enough non-generated coverage to receive a global overall rank.
Is Gemini 3.6 Flash good for knowledge and understanding?
Gemini 3.6 Flash has visible benchmark coverage in knowledge and understanding, but BenchLM does not currently assign it a global category rank there.
Is Gemini 3.6 Flash good for coding and programming?
Gemini 3.6 Flash has visible benchmark coverage in coding and programming, but BenchLM does not currently assign it a global category rank there.
Is Gemini 3.6 Flash good for reasoning and logic?
Gemini 3.6 Flash has visible benchmark coverage in reasoning and logic, but BenchLM does not currently assign it a global category rank there.
Is Gemini 3.6 Flash good for agentic tool use and computer tasks?
Gemini 3.6 Flash has visible benchmark coverage in agentic tool use and computer tasks, but BenchLM does not currently assign it a global category rank there.
Is Gemini 3.6 Flash good for multimodal and grounded tasks?
Gemini 3.6 Flash has visible benchmark coverage in multimodal and grounded tasks, but BenchLM does not currently assign it a global category rank there.
Does Gemini 3.6 Flash have full benchmark coverage on BenchLM?
Not yet. Gemini 3.6 Flash currently has 19 published benchmark scores out of the 323 benchmarks BenchLM tracks. BenchLM only exposes non-generated public benchmark rows, so missing categories stay blank until a sourced evaluation is available.
What is the context window size of Gemini 3.6 Flash?
Gemini 3.6 Flash has a published context window of 1M, which determines how much text it can process in a single interaction.
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