Model comparison
Claude 3 Opus vs DeepSeek V4 Flash
DeepSeek V4 Flash is the stronger model overall, scoring 53.6 to 29.3 on the Noometry Index.
Last verified . 26 shared benchmarks.
DeepSeekSummary
- They share 26 benchmarks with published results for both. Claude 3 Opus scores higher in 0 categories and DeepSeek V4 Flash in 8 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in math, where DeepSeek V4 Flash leads 60.0 to 13.9.
- The biggest single-benchmark swing is OTIS Mock AIME 2024-2025: 4.7% for Claude 3 Opus and 94.4% for DeepSeek V4 Flash.
- DeepSeek V4 Flash has downloadable open weights; the other is API-only.
Side by side
| Claude 3 Opus | DeepSeek V4 Flash | |
|---|---|---|
| Provider | Anthropic | DeepSeek |
| Noometry Index | 29.3 | 53.6 |
| Released | 2024-02-29 | 2026-04-24 |
| Weights | Proprietary | Open |
| Context window | — | 1M |
| Max output | — | 393K |
| Input $ / M tokens | — | $0.15 |
| Output $ / M tokens | — | $0.60 |
| Results tracked | 46 | 41 |
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Category by category
Coding DeepSeek V4 Flash leads
Claude 3 Opus: 32.4 (#261), DeepSeek V4 Flash: 47.6 (#56)
| Benchmark | Claude 3 Opus | DeepSeek V4 Flash |
|---|---|---|
| WeirdML | 19.2% | 63% |
| LMArena Coding | 1264 | 1457 |
| FrontierCode | — | 18.8% |
| LMArena WebDev | — | 1581 |
| SciCode | — | 49.9% |
| BigCodeBench Instruct | 45.5% | — |
| LiveBench Coding | 38.6% | — |
| BigCodeBench Complete | 57.4% | — |
| ALE-Bench | — | 1,306 |
| HumanEval+ | 77.4% | — |
| MBPP+ | 73.3% | — |
Agentic & Tool Use Not comparable
Claude 3 Opus: 24.3 (#110), DeepSeek V4 Flash: —
| Benchmark | Claude 3 Opus | DeepSeek V4 Flash |
|---|---|---|
| Cybench | 10% | — |
| METR Time Horizons | 29.5% | — |
Reasoning DeepSeek V4 Flash leads
Claude 3 Opus: 14.2 (#318), DeepSeek V4 Flash: 53.7 (#25)
| Benchmark | Claude 3 Opus | DeepSeek V4 Flash |
|---|---|---|
| SimpleBench | 23.5% | 61.1% |
| Chess Puzzles | 5% | 33% |
| LMArena Hard Prompts | 1246 | 1443 |
| DTBench | 61.6% | 90.9% |
| LMCA | 17% | 41.7% |
| Epoch Capabilities Index | 126.91 | 154.51 |
| ARC-AGI-2 | — | 61.4% |
| Kagi LLM Benchmark | — | 52.2% |
| NYT Connections (extended) | — | 89.6% |
| ARC-AGI-1 | — | 89% |
| CritPt | — | 16.6% |
| EnigmaEval | 0.8% | — |
| LiveBench Reasoning | 40.6% | — |
| Mystery Game Puzzles | — | 34% |
| LiveBench Data Analysis | 57.9% | — |
| ForecastBench | 58.4 | — |
| LiveBench | 49.2% | — |
| WinoGrande | 88.5% | — |
Math DeepSeek V4 Flash leads
Claude 3 Opus: 13.9 (#293), DeepSeek V4 Flash: 60.0 (#31)
| Benchmark | Claude 3 Opus | DeepSeek V4 Flash |
|---|---|---|
| OTIS Mock AIME 2024-2025 | 4.7% | 94.4% |
| LMArena Math | 1273 | 1427 |
| FrontierMath (Tiers 1-3) | — | 57.5% |
| FrontierMath Tier 4 | — | 24.4% |
| MathArena Final-Answer Competitions | — | 76.5% |
| ProofBench | — | 56% |
| LiveBench Math | 43.6% | — |
| MATH Level 5 | 37.5% | — |
Knowledge DeepSeek V4 Flash leads
Claude 3 Opus: 24.5 (#262), DeepSeek V4 Flash: 55.5 (#43)
| Benchmark | Claude 3 Opus | DeepSeek V4 Flash |
|---|---|---|
| GPQA Diamond | 47.2% | 91% |
| SimpleQA Verified | 12.6% | 33.6% |
| LMArena Expert | 1223 | 1441 |
| Confabulations | 22.7% | — |
| MMLU | 84.6% | — |
Multimodal Not comparable
Claude 3 Opus: 26.6 (#112), DeepSeek V4 Flash: —
| Benchmark | Claude 3 Opus | DeepSeek V4 Flash |
|---|---|---|
| LMArena Vision | 1023 | — |
Multilingual DeepSeek V4 Flash leads
Claude 3 Opus: 41.6 (#202), DeepSeek V4 Flash: 53.2 (#71)
| Benchmark | Claude 3 Opus | DeepSeek V4 Flash |
|---|---|---|
| LMArena Non-English | 1258 | 1420 |
| LMArena Chinese | 1248 | 1467 |
| LMArena French | 1274 | 1438 |
| LMArena German | 1258 | 1418 |
| LMArena Japanese | 1204 | 1403 |
| LMArena Korean | 1187 | 1383 |
| LMArena Russian | 1280 | 1428 |
| LMArena Spanish | 1246 | 1437 |
Instruction Following DeepSeek V4 Flash leads
Claude 3 Opus: 64.3 (#223), DeepSeek V4 Flash: 75.1 (#76)
| Benchmark | Claude 3 Opus | DeepSeek V4 Flash |
|---|---|---|
| LMArena Instruction Following | 1248 | 1421 |
| LiveBench Instruction Following | 63.9% | — |
Long Context DeepSeek V4 Flash leads
Claude 3 Opus: 38.2 (#197), DeepSeek V4 Flash: 43.8 (#81)
| Benchmark | Claude 3 Opus | DeepSeek V4 Flash |
|---|---|---|
| LMArena Longer Query | 1259 | 1435 |
Writing & Preference DeepSeek V4 Flash leads
Claude 3 Opus: 47.4 (#208), DeepSeek V4 Flash: 64.0 (#59)
| Benchmark | Claude 3 Opus | DeepSeek V4 Flash |
|---|---|---|
| LMArena Text | 1262 | 1432 |
| LMArena Creative Writing | 1235 | 1403 |
| LMArena Multi-Turn | 1275 | 1449 |
| EQ-Bench Creative Writing | — | 1559 |
| LiveBench Language | 50.4% | — |
Frequently asked questions
Is Claude 3 Opus better than DeepSeek V4 Flash?
DeepSeek V4 Flash is the stronger model overall, scoring 53.6 to 29.3 on the Noometry Index.
Is Claude 3 Opus or DeepSeek V4 Flash better for coding?
DeepSeek V4 Flash scores higher on coding benchmarks: 47.6 versus 32.4 in the Noometry coding category.
How many benchmarks do Claude 3 Opus and DeepSeek V4 Flash share?
26 benchmarks have published results for both models. Claude 3 Opus has 46 scored results on Noometry and DeepSeek V4 Flash has 41.