DeepSeek chat model for instruction following, coding, and analysis
Specification
most-agreed values
Context
164K
Max output
164K
Released
2025-03-24
Knowledge cutoff
2024-07
Retires
—
Open weights
yes
Input
text
Output
text
Price
US dollars per million tokens · most-agreed
Input
$0.275
Output
$1.10
Cache read
$0.0299
Quality
4 benchmarks · 1 source
Composite
34th
percentile of 344 scored models
Rank
227 / 344
±0.05 sd
Evidence
4 × 1
one source, or fewer than 3 benchmarks
Effort range
—
one configuration only
reasoning43rd1/4 bench
math32nd3/7 bench
Every score
one row per source and configuration — nothing averaged away
| Benchmark | Score | Configuration | Source | Run |
|---|---|---|---|---|
| MATH level 5 | 64.8 ±1.0 | default | Epoch AI | 2025-01-27 |
| GPQA diamond | 56.5 ±2.8 | default | Epoch AI | 2025-01-27 |
| FrontierMath-v1 | 0.9 ±0.8 | default · 2 runs | Epoch AI | 2025-03-07 |
| OTIS Mock AIME 2024-2025 | 15.8 ±4.3 | default | Epoch AI | 2025-02-25 |
The leading figure for a benchmark is the median across its configurations, so one heroic high-effort run cannot set the number.
Available from 22 hosts
| Host | In $/M | Out $/M | Cache rd | Cache wr | Context | Output | Retires |
|---|---|---|---|---|---|---|---|
| inferenceapis · inferenceapis | $0.19 | $0.38 | $0.04 | — | 1M | 1M | — |
| nano-gpt | $0.20 | $0.77 | $0.135 | — | 128K | 8K | — |
| submodel · deepseek-ai | $0.20 | $0.80 | — | — | 75K | 164K | — |
| alibaba-cn · siliconflow | $0.25 | $1.00 | — | — | 164K | 164K | — |
| siliconflow · deepseek-ai | $0.25 | $1.00 | — | — | 164K | 164K | — |
| meganova · deepseek-ai | $0.275 | $1.10 | — | — | 164K | 164K | — |
| drun · public | $0.28 | $1.10 | — | — | 131K | 8K | — |
| gmi · gmi | $0.28 | $0.88 | — | — | 164K | 16K | — |
| streamlake · streamlake | $0.286 | $1.143 | $0.114 | — | 56K | 8K | — |
| alibaba-cn | $0.287 | $1.147 | — | — | 66K | 8K | — |
| qiniu-ai | $0.2899 | $1.1594 | — | — | 128K | 16K | — |
| siliconflow-cn · deepseek-ai | $0.2989 | $1.1956 | $0.0299 | — | 164K | 164K | — |
| siliconflow-cn · pro | $0.2989 | $1.1956 | $0.0299 | — | 164K | 164K | — |
| deepinfra · deepseek-ai | $0.32 $0.24 | $0.89 $0.90 | $0.135 | — | 164K | 8K 164K | — |
| huggingface · deepseek-ai | $0.40 $0.27 | $1.30 $1.12 | — | — | 64K 164K | 8K 164K | — |
| crusoe · deepseek-ai | $0.50 | $1.50 | $0.25 | — | 164K | 164K | — |
| kyma · kyma | $0.518 | $0.7571 | — | — | 160K | 8K | — |
| helicone | $0.56 | $1.68 | $0.07 | — | 128K | 8K | — |
| vercel_ai_gateway · vercel-ai-gateway | $0.90 | $0.90 | — | — | 128K | 8K | — |
| togetherai · deepseek-ai | $1.25 | $1.25 | — | — | 131K | 131K | — |
| replicate · replicate | $1.45 | $1.45 | — | — | 66K | 8K | — |
| crusoe · crusoe | $1.50 | $1.50 | — | — | 164K | 164K | — |
Price history
append-only observations · a listing writes a row only when its price moves
| Date | Host | Field | $/M |
|---|---|---|---|
| 2026-09-02 | deepinfra · deepseek-ai | Input | $0.24 |
| 2026-09-04 | deepinfra · deepseek-ai | Input | $0.32 |
| 2026-10-19 | deepinfra · deepseek-ai | Input | $0.24 |
| 2026-10-20 | deepinfra · deepseek-ai | Input | $0.32 |
| 2026-10-22 | deepinfra · deepseek-ai | Input | $0.24 |
| 2026-10-26 | deepinfra · deepseek-ai | Input | $0.32 |
| 2026-10-27 | deepinfra · deepseek-ai | Input | $0.24 |
| 2026-10-30 | deepinfra · deepseek-ai | Input | $0.32 |
| 2026-09-02 | huggingface · deepseek-ai | Input | $0.27 |
| 2026-09-04 | huggingface · deepseek-ai | Input | $0.40 |
| 2026-10-19 | huggingface · deepseek-ai | Input | $0.27 |
| 2026-10-20 | huggingface · deepseek-ai | Input | $0.40 |
| 2026-10-22 | huggingface · deepseek-ai | Input | $0.27 |
| 2026-10-26 | huggingface · deepseek-ai | Input | $0.40 |
| 2026-10-27 | huggingface · deepseek-ai | Input | $0.27 |
| 2026-10-30 | huggingface · deepseek-ai | Input | $0.40 |
| 2026-09-02 | meganova · deepseek-ai | Input | $0.25 |
| 2026-10-22 | meganova · deepseek-ai | Input | $0.275 |
| 2026-09-02 | siliconflow-cn · deepseek-ai | Input | $0.25 |
| 2026-10-22 | siliconflow-cn · deepseek-ai | Input | $0.2989 |
| 2026-09-02 | siliconflow-cn · pro | Input | $0.25 |
| 2026-10-22 | siliconflow-cn · pro | Input | $0.2989 |
| 2026-09-02 | deepinfra · deepseek-ai | Output | $0.90 |
| 2026-09-04 | deepinfra · deepseek-ai | Output | $0.89 |
| 2026-10-19 | deepinfra · deepseek-ai | Output | $0.90 |
| 2026-10-20 | deepinfra · deepseek-ai | Output | $0.89 |
| 2026-10-22 | deepinfra · deepseek-ai | Output | $0.90 |
| 2026-10-26 | deepinfra · deepseek-ai | Output | $0.89 |
| 2026-10-27 | deepinfra · deepseek-ai | Output | $0.90 |
| 2026-10-30 | deepinfra · deepseek-ai | Output | $0.89 |
| 2026-09-02 | huggingface · deepseek-ai | Output | $1.12 |
| 2026-09-04 | huggingface · deepseek-ai | Output | $1.30 |
| 2026-10-19 | huggingface · deepseek-ai | Output | $1.12 |
| 2026-10-20 | huggingface · deepseek-ai | Output | $1.30 |
| 2026-10-22 | huggingface · deepseek-ai | Output | $1.12 |
| 2026-10-26 | huggingface · deepseek-ai | Output | $1.30 |
| 2026-10-27 | huggingface · deepseek-ai | Output | $1.12 |
| 2026-10-30 | huggingface · deepseek-ai | Output | $1.30 |
| 2026-09-02 | meganova · deepseek-ai | Output | $0.88 |
| 2026-10-22 | meganova · deepseek-ai | Output | $1.10 |
| 2026-09-02 | siliconflow-cn · deepseek-ai | Output | $1.00 |
| 2026-10-22 | siliconflow-cn · deepseek-ai | Output | $1.1956 |
| 2026-09-02 | siliconflow-cn · pro | Output | $1.00 |
| 2026-10-22 | siliconflow-cn · pro | Output | $1.1956 |
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