Gemini 3.8 Flash vs Grok 4
Gemini 3.8 Flash 
Grok 4 Verdict
- Gemini 3.8 Flash leads on quality: 61.1 vs 59.8.
- Gemini 3.8 Flash is stronger in agents & tools, composite, knowledge, multimodal.
- Grok 4 is stronger in long context, maths, coding, human preference, instruction following, reasoning.
- They cost about the same ($1.50 per 1M blended).
| Metric | Gemini 3.8 Flash | Grok 4 |
|---|---|---|
| BenchLeader Index | 61.1 | 59.8 |
| Agents & tools score | 57.2 | 53.4 |
| Composite score | 74.1 | – |
| Knowledge score | 68.1 | 56.0 |
| Long context score | 64.9 | 77.7 |
| Maths score | 57.0 | 58.0 |
| Multimodal score | 69.9 | 54.5 |
| Coding score | – | 61.2 |
| Human preference score | – | 59.8 |
| Instruction following score | – | 67.7 |
| Reasoning score | – | 58.3 |
| Blended price $/M | $1.50 | $1.56 |
| Output speed | 277 tok/s | – |
| Time to first answer | 12.8 s | – |
| Context window | 1.0M | 256k |
| GPQA Diamond | – | 87.0% |
| OTIS Mock AIME | – | 84.0% |
| Terminal-Bench | – | 27.2% |
| SimpleBench | – | 60.5% |
| Fiction.LiveBench 120k | – | 96.9% |
| Cybench | – | 43.0% |
| WeirdML | – | 45.7% |
| APEX-Agents | – | 15.2% |
| ProofBench | 48.0% | – |
| Epoch Capabilities Index | – | 146.4 |
| LMArena Text | – | 1411 |
| LMArena Hard Prompts | – | 1420 |
| LMArena Coding | – | 1435 |
| LMArena Vision | – | 1210 |
| AA Intelligence Index | 41.2 | – |
| AA-LCR | 81.3% | – |
| MMMU-Pro | 85.6% | – |
| AA-Omniscience | 29.6 | – |
| GPQA Diamond (AA) | 95.3% | – |
| Humanity's Last Exam (AA) | 47.8% | – |
| SciCode (AA) | 56.6% | – |
| AIME (Vals) | – | 90.6% |
| LiveCodeBench | – | 83.3% |
| MMLU-Pro | – | 85.3% |
| LegalBench | – | 83.2% |
| CorpFin | – | 66.0% |
| TaxEval | – | 65.1% |
| MedQA | – | 92.5% |
| MGSM | – | 90.9% |
| SWE-bench (Vals) | – | 57.8% |
| GPQA Diamond (Vals) | – | 88.1% |
| IMO 2025 | – | 21.4% |
| MathArena Apex | – | 2.1% |
| PRBench Finance | 49.5% | – |
| PRBench Legal | 48.9% | – |
| HiL-Bench | 41.5% | – |
| Kagi LLM Benchmark | – | 73.6% |
| IFEval (HELM) | – | 94.9% |
| Omni-MATH (HELM) | – | 60.3% |
| WildBench (HELM) | – | 79.7% |
| MMLU-Pro (HELM) | – | 85.1% |
| GPQA Diamond (HELM) | – | 72.6% |
| HELM Capabilities mean | – | 78.5% |
| Aider Polyglot | – | 79.6% |
| ARC-AGI-1 | – | 79.6% |
| ARC-AGI-2 | – | 29.4% |
| BFCL Overall | – | 63.0% |
Data as of 2026-09-13. Best configuration of each model; every score links to its source on the model pages.
Gemini 3.8 Flash vs Grok 4: questions
- Is Gemini 3.8 Flash better than Grok 4?
- Gemini 3.8 Flash leads on quality: 61.1 vs 59.8. The BenchLeader Index combines every independent quality benchmark; Gemini 3.8 Flash is ahead overall as of 2026-09-13, but check the category scores for your use.
- Is Gemini 3.8 Flash better than Grok 4 for agentic tasks?
- Gemini 3.8 Flash scores higher in agentic tasks (57 vs 53 on the category index, where 50 is average).
- Which is cheaper, Gemini 3.8 Flash or Grok 4?
- Gemini 3.8 Flash is cheaper: $1.50 against $1.56 per million tokens, blended at three input tokens per output token.
- Which has the larger context window?
- Gemini 3.8 Flash accepts more context: 1.0M against 256k tokens.