Compare AI models
| Specifications | ||
ParametersThe learned values that shape how a model responds. B means billion and T means trillion. For mixture-of-experts models, the total count is larger than the number active for each token. Parameter count alone does not measure quality. | — | 7B |
Context windowHow much information the model can work with in one request, measured in tokens — pieces of words or other data. This includes your question, attachments, conversation and reply. Limits can vary by model variant and provider. | 200k | 4k |
| These models have no shared benchmark scores. | ||
SWE-Bench VerifiedCoding — Real coding tasks pulled from open-source projects — the AI has to find and fix actual bugs. A human-checked version of the original SWE-Bench. Higher is better. | 49% | — |
| Overview | ||
| Company | Anthropic | DeepSeek |
| Release date | Oct 22 2024 | Feb 5 2024 |
| Access | Closed | Open Weight |
| Model details | View model | View model |
Other comparisons
Claude 3.5 Sonnet (upgraded)vsGPT-6.1 SolDeepSeek-MathvsGPT-6.1 SolClaude 3.5 Sonnet (upgraded)vsGemini 4 ArgonDeepSeek-MathvsGemini 4 ArgonClaude 3.5 Sonnet (upgraded)vsMuse Spark OpenDeepSeek-MathvsMuse Spark OpenClaude 3.5 Sonnet (upgraded)vsGrok 4.7DeepSeek-MathvsGrok 4.7Claude 3.5 Sonnet (upgraded)vsMistral Large 4DeepSeek-MathvsMistral Large 4Claude 3.5 Sonnet (upgraded)vsKimi K3DeepSeek-MathvsKimi K3Frequently asked questions
Claude 3.5 Sonnet (upgraded) and DeepSeek-Math don't publish scores on any of the same benchmarks, so there's no direct head-to-head comparison. DeepSeek-Math shipped 260 days before Claude 3.5 Sonnet (upgraded), so benchmark comparisons should account for the intervening progress.
Context windows are 200k (Claude 3.5 Sonnet (upgraded)) vs 4k (DeepSeek-Math). Claude 3.5 Sonnet (upgraded) is closed, while DeepSeek-Math is open weight.
Direct benchmark comparisons are unavailable — Claude 3.5 Sonnet (upgraded) and DeepSeek-Math don't publish scores on any of the same benchmarks.