DeepSeekopen-weight
Released: 2026-09-10DeepSeek V4.1 Flash
DeepSeek open-weight reasoning flagship offering top price-to-performance on agentic coding and formal mathematics.
Intelligence Index
93.5/ 100
Calibrated multi-domain compositeThroughput Speed
96tok/sec
Output streaming throughputTime To First Token
290ms
Initial chunk server latencyLiveBench Contam-Free
83.9%
September 2026 suite scoreLiveBench Multi-Domain Evaluation Breakdown
Monthly refreshed contamination-free test setsLogical Reasoning88.4%
Coding & Repo Repair85.1%
Mathematics (AIME)89.0%
Data Analysis & Tables80.5%
Language & Comprehension78.5%
Instruction Following82.0%
Sourced Benchmark Evaluations (61)
Verified performance across authoritative benchmarks with provenance tracking.| Benchmark | Status | Score | Trust | Date | Source Type | Provenance |
|---|---|---|---|---|---|---|
| ARC-AGI-3 | Active | 57.5% | 93 | 2026-09-05 | independent | Source ↗ |
| ARC-AGI-2 | Nearing Saturation | 69% | 75 | 2026-08-29 | independent | Source ↗ |
| FrontierMath | Active | 26% | 98 | 2026-08-26 | independent | Source ↗ |
| PutnamBench | Active | 48.3% | 90 | 2026-08-25 | independent | Source ↗ |
| SWE-Lancer | Deprecated | 60.7% | 20 | 2026-08-23 | independent | Source ↗ |
| Omni-MATH | Deprecated | 68.7% | 10 | 2026-08-23 | independent | Source ↗ |
| Soohak | Active | 70.5% | 98 | 2026-08-21 | independent | Source ↗ |
| FrontierCode | Active | 51.7% | 98 | 2026-08-21 | independent | Source ↗ |
| Humanity's Last Exam | Active | 38.9% | 93 | 2026-08-19 | independent | Source ↗ |
| StructFlowBench | Nearing Saturation | 69.7% | 75 | 2026-08-19 | independent | Source ↗ |
| AIME | Nearing Saturation | 88.2% | 75 | 2026-08-19 | independent | Source ↗ |
| OlympiadBench | Active | 76.1% | 80 | 2026-08-18 | independent | Source ↗ |
| MathArena | Active | 74.2% | 99 | 2026-08-17 | independent | Source ↗ |
| FireBench | Active | 68.9% | 95 | 2026-08-17 | independent | Source ↗ |
| Terminal-Bench | Active | 62.4% | 80 | 2026-08-17 | independent | Source ↗ |
| OpenAI-MRCR | Active | 78.5% | 80 | 2026-08-16 | independent | Source ↗ |
| SimpleQA | Active | 48.6% | 90 | 2026-08-16 | independent | Source ↗ |
| CodeContests | Deprecated | 58% | 10 | 2026-08-16 | independent | Source ↗ |
| ComplexBench | Nearing Saturation | 67.2% | 80 | 2026-08-15 | independent | Source ↗ |
| SWE-bench Pro | Active | 55.3% | 90 | 2026-08-15 | independent | Source ↗ |
| LongBench-Pro | Active | 76.7% | 80 | 2026-08-15 | independent | Source ↗ |
| ZeroSCROLLS | Nearing Saturation | 74.8% | 78 | 2026-08-14 | independent | Source ↗ |
| MultiPL-E | Deprecated | 82.1% | 10 | 2026-08-14 | independent | Source ↗ |
| LiveCodeBench | Saturated | 73.1% | 39 | 2026-08-13 | independent | Source ↗ |
| AgentIF | Nearing Saturation | 55.8% | 80 | 2026-08-13 | independent | Source ↗ |
| MATH | Saturated | 90.9% | 25 | 2026-08-13 | independent | Source ↗ |
| InfiniteBench | Nearing Saturation | 79.5% | 65 | 2026-08-13 | independent | Source ↗ |
| Mercury | Deprecated | 78.5% | 10 | 2026-08-12 | independent | Source ↗ |
| SCROLLS | Nearing Saturation | 74.8% | 65 | 2026-08-12 | independent | Source ↗ |
| MMLU-Pro | Nearing Saturation | 86% | 75 | 2026-08-12 | independent | Source ↗ |
| RULER | Nearing Saturation | 86% | 84 | 2026-08-11 | independent | Source ↗ |
| TabMWP | Saturated | 85.4% | 25 | 2026-08-11 | independent | Source ↗ |
| CyberSecEval | Deprecated | 80.3% | 10 | 2026-08-11 | independent | Source ↗ |
| SWE-bench Verified | Saturated | 69.6% | 25 | 2026-08-10 | independent | Source ↗ |
| MMLU-Redux | Saturated | 91.6% | 25 | 2026-08-10 | independent | Source ↗ |
| QuALITY | Nearing Saturation | 82.3% | 78 | 2026-08-10 | independent | Source ↗ |
| LongBench | Nearing Saturation | 80.4% | 65 | 2026-08-09 | independent | Source ↗ |
| SWE-bench | Deprecated | 60.7% | 10 | 2026-08-09 | independent | Source ↗ |
| MGSM | Nearing Saturation | 88.2% | 65 | 2026-08-09 | independent | Source ↗ |
| AGIEval | Saturated | 76% | 25 | 2026-08-08 | independent | Source ↗ |
| QASPER | Nearing Saturation | 77.6% | 65 | 2026-08-08 | independent | Source ↗ |
| TruthfulQA | Saturated | 82.3% | 25 | 2026-08-08 | independent | Source ↗ |
| GSM-Hard | Deprecated | 89.1% | 10 | 2026-08-07 | independent | Source ↗ |
| SuperGLUE | Saturated | 90.2% | 25 | 2026-08-07 | independent | Source ↗ |
| CodeXGLUE | Deprecated | 83.8% | 23 | 2026-08-06 | independent | Source ↗ |
| MT-Bench | Nearing Saturation | 8.4% | 75 | 2026-08-06 | independent | Source ↗ |
| BIG-Bench Hard | Saturated | 86.6% | 25 | 2026-08-06 | independent | Source ↗ |
| WinoGrande | Saturated | 91.9% | 28 | 2026-08-05 | independent | Source ↗ |
| MBPP+ | Nearing Saturation | 91% | 65 | 2026-08-05 | independent | Source ↗ |
| IFEval | Deprecated | 80.4% | 25 | 2026-08-05 | independent | Source ↗ |
| GPQA | Nearing Saturation | 82.3% | 78 | 2026-08-05 | independent | Source ↗ |
| Needle-in-a-Haystack | Saturated | 98.7% | 44 | 2026-08-04 | independent | Source ↗ |
| HumanEval+ | Saturated | 96.3% | 25 | 2026-08-04 | independent | Source ↗ |
| CommonsenseQA | Saturated | 92.8% | 28 | 2026-08-04 | independent | Source ↗ |
| MBPP | Saturated | 94.6% | 25 | 2026-08-03 | independent | Source ↗ |
| GSM8K | Saturated | 100% | 25 | 2026-08-03 | independent | Source ↗ |
| GLUE | Saturated | 95.5% | 28 | 2026-08-03 | independent | Source ↗ |
| MMLU | Saturated | 95.4% | 25 | 2026-08-02 | independent | Source ↗ |
| HumanEval | Saturated | 100% | 25 | 2026-08-02 | independent | Source ↗ |
| ARC-AGI | Saturated | 83.1% | 25 | 2026-08-02 | independent | Source ↗ |
| LiveBench (Continuous) | Active | 83.9% | 94 | 2025-02-01 | independent | Source ↗ |
Local Hardware Execution (Ollama)Hardware Compatible
# 1. Pull and execute model locally with Ollama
ollama run deepseek-v4-1-flash
# 2. Or invoke via local OpenAI-compatible endpoint
curl http://localhost:11434/v1/chat/completions \
-H "Content-Type: application/json" \
-d '{
"model": "deepseek-v4-1-flash",
"messages": [{"role": "user", "content": "Analyze reasoning chains on AIME 2026"}]
}'Evaluation & Sourcing Notes
Scores listed for DeepSeek V4.1 Flash represent verified evaluations extracted from official research papers, independent evaluation suites (HELM, LMSYS, OpenCompass, LiveBench), and verified audit reports.
All benchmarks marked as saturated or deprecated reflect historical performance where the benchmark no longer provides active discriminative power.