DeepSeek R1 deepseek-r1
deepseek-ai · deepseek reasoning flagship
unranked — no quality signals yet
- params
- 671B (A37B)
- arch
- moe
- context
- 160k
- license
- mit open weights
- released
- Jan 2025
- reasoning
- yes
- train compute
- 3.5e+24 FLOP
- downloads/30d
- 8.6M
# why ranked
Overall: provisional — score 20.1 ● low — a single signal; treat with caution
provisional: too few independent signals for a numbered position — the score is shown, but this model sorts after every ranked model.
| signal | weight | input (0–100) |
|---|---|---|
| aa_intelligence | 0.50 | 20.1 |
| arena_elo | 0.30 | — |
| bench_composite | 0.20 | — |
missing signals are dropped and the remaining weights renormalized — never imputed.
Coding: provisional — score 63.6 ● low — a single signal; treat with caution
provisional: too few independent signals for a numbered position — the score is shown, but this model sorts after every ranked model.
| signal | weight | input (0–100) |
|---|---|---|
| aa_coding | 0.25 | — |
| aider_polyglot | 0.25 | 63.6 |
| arena_elo_code | 0.15 | — |
| swe_bench_verified | 0.35 | — |
missing signals are dropped and the remaining weights renormalized — never imputed.
# trend
# benchmarks
| benchmark | score | source | date |
|---|---|---|---|
| AA Intelligence Index | 20.1 | Artificial Analysis | — |
| AA Math Index | 76.0 | Artificial Analysis | — |
| Aider Polyglot | 56.9 | Aider | Jan 2025 |
# where to run
| provider | quant | ctx | $/M in | $/M out | $/M blend | tps | uptime |
|---|---|---|---|---|---|---|---|
| Novita | fp8 | 64k | $0.70 | $2.50 | $1.15 | — | 100.0% |
| Azure | unknown | 160k | $1.49 | $5.94 | $2.60 | — | 91.7% |
blended = (3·input + output) / 4 per 1M tokens · cheapest first
# variants
source aliases
- aa
deepseek-r1- aider
DeepSeek R1- arena
DeepSeek-R1- litellm
deepseek/deepseek-reasoner- openrouter
deepseek/deepseek-r1