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DeepSeek R1 0528 (TensorX)

DeepSeek · deepseek-r1

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May 2025 DeepSeek R1 update with improved mathematics, coding, and reasoning

Specification

deepseek listing

Context
66K
Max output
8K
Released
2025-05-28
Knowledge cutoff
2024-07
Retires
2026-08-13
Open weights
yes
Input
text
Output
text

Price

US dollars per million tokens · deepseek list price

Input
$0.55
Output
$2.19
Cache read
$0.14
Cache write
$0.825

Quality

4 benchmarks · 2 sources

Composite
78th
percentile of 344 scored models
Rank
75 / 344
±0.06 sd
Evidence
4 × 2
3 or more benchmarks, from 2 or more sources
Effort range
—
one configuration only
coding59th1/3 bench
reasoning64th1/4 bench
math83rd2/7 bench

Every score

one row per source and configuration — nothing averaged away

BenchmarkScoreConfigurationSourceRun
MATH level 593.0 ±0.7defaultEpoch AI2025-01-31
Aider polyglot56.9default · aider diffAider2025-01-20
GPQA diamond69.2 ±3.1defaultEpoch AI2025-05-26
OTIS Mock AIME 2024-202553.3 ±7.5defaultEpoch AI2025-02-26

The leading figure for a benchmark is the median across its configurations, so one heroic high-effort run cannot set the number.

Available from 42 hosts

HostIn $/MOut $/MCache rdCache wrContextOutputRetires
deepseekvendor$0.55$2.19$0.14—66K8K—
lambda_ai$0.20$0.60——131K131K—
submodel · deepseek-ai$0.20$0.80——75K164K—
hyperbolic
$0.40
$0.25
$0.40
$0.25
——
33K
131K
33K
131K
—
alibaba-cn · siliconflow$0.50$2.18——164K33K—
deepinfra · deepseek-ai$0.50$2.15$0.35—164K64K—
kilo$0.50$2.15$0.35—164K33K—
meganova · deepseek-ai$0.50$2.15$0.40—164K64K—
nano-gpt · deepseek-ai$0.50$2.15$0.35—164K33K—
openrouter$0.50$2.15$0.35—164K33K—
siliconflow · deepseek-ai$0.50$2.18——164K164K—
io-net · deepseek-ai$0.5237$2.2053$0.2618—128K4K—
drun · public$0.55$2.20——131K32K—
vercel_ai_gateway · vercel-ai-gateway$0.55$2.19——128K8K—
streamlake · streamlake$0.571$2.286$0.229—98K16K—
alibaba-cn$0.574$2.294——131K16K—
qiniu-ai$0.5797$2.3188——128K32K—
siliconflow-cn · deepseek-ai$0.5978$2.3912$0.0598—164K164K—
siliconflow-cn · pro$0.5978$2.3912$0.0598—164K164K—
edenai · tensorx$0.66$2.60$0.165—164K33K—
tensorx$0.66$2.60$0.165$0.825164K8K—
deepinfra
$0.70
$0.50
$2.40
$2.15
$0.40—164K164K—
edenai
$0.70
$0.50
$2.40
$2.15
$0.35—164K33K—
huggingface · deepseek-ai
$0.70
$3.00
$2.50
$5.00
——
64K
164K
33K—
jiekou$0.70$2.50$0.35—164K33K—
novita
$0.70
$4.00
$2.50
$4.00
$0.35—
164K
64K
33K
16K
—
novita-ai$0.70$2.50$0.35—164K33K—
kyma · kyma$0.7425$2.957——64K33K—
nebius$0.80$2.40——
128K
164K
128K
164K
—
azure_ai$1.35$5.40————2026-08-13
merge-gateway$1.35$5.40$0.945—
164K
66K
41K
33K
—
snowflake$1.35$5.40——128K16K—
vercel$1.35$5.40——128K33K—
abacus · deepseek-ai$3.00$7.00——128K8K—
crusoe · crusoe$3.00$7.00——164K164K—
fireworks_ai$3.00$8.00——164K
20K
160K
—
together_ai$3.00$7.00——164K——
togetherai · deepseek-ai$3.00$7.00——164K164K—
replicate · replicate$3.75$10.00——66K8K—
sambanova · sambanova$5.00$7.00——33K33K—
anyapi————1M384K—
snowflake-cortex————128K33K—

Price history

append-only observations · a listing writes a row only when its price moves

DateHostField$/M
2026-09-02io-net · deepseek-aiCache read$1.00
2026-10-22io-net · deepseek-aiCache read$0.2618
2026-09-02nano-gpt · deepseek-aiCache read$0.20
2026-10-05nano-gpt · deepseek-aiCache read$0.35
2026-09-02openrouterCache read$0.35
2026-09-19openrouterCache read$0.35
2026-09-22openrouterCache read$0.35
2026-10-10openrouterCache read$0.35
2026-09-02azure_aiInput$1.35
2026-09-26azure_aiInput$1.35
2026-09-02edenaiInput$0.70
2026-10-10edenaiInput$0.70
2026-10-19edenaiInput$0.50
2026-10-20edenaiInput$0.70
2026-10-22edenaiInput$0.50
2026-10-23edenaiInput$0.70
2026-10-25edenaiInput$0.50
2026-10-26edenaiInput$0.70
2026-10-28edenaiInput$0.50
2026-10-30edenaiInput$0.70
2026-10-31edenaiInput$0.50
2026-11-01edenaiInput$0.70
2026-09-02huggingface · deepseek-aiInput$0.70
2026-09-04huggingface · deepseek-aiInput$3.00
2026-09-24huggingface · deepseek-aiInput$0.70
2026-10-19huggingface · deepseek-aiInput$3.00
2026-10-20huggingface · deepseek-aiInput$0.70
2026-10-22huggingface · deepseek-aiInput$3.00
2026-10-23huggingface · deepseek-aiInput$0.70
2026-10-25huggingface · deepseek-aiInput$3.00
2026-10-26huggingface · deepseek-aiInput$0.70
2026-10-28huggingface · deepseek-aiInput$3.00
2026-10-30huggingface · deepseek-aiInput$0.70
2026-10-31huggingface · deepseek-aiInput$3.00
2026-11-01huggingface · deepseek-aiInput$0.70
2026-09-02io-net · deepseek-aiInput$2.00
2026-10-22io-net · deepseek-aiInput$0.5237
2026-09-02kiloInput$0.70
2026-10-20kiloInput$0.50
2026-09-02nano-gpt · deepseek-aiInput$0.40
2026-10-05nano-gpt · deepseek-aiInput$0.50
2026-09-02openrouterInput$0.70
2026-09-06openrouterInput$0.70
2026-10-10openrouterInput$0.70
2026-10-19openrouterInput$0.50
2026-10-20openrouterInput$0.50
2026-09-02siliconflow-cn · deepseek-aiInput$0.50
2026-10-22siliconflow-cn · deepseek-aiInput$0.5978
2026-09-02siliconflow-cn · proInput$0.50
2026-10-22siliconflow-cn · proInput$0.5978
2026-09-02submodel · deepseek-aiInput$0.50
2026-10-22submodel · deepseek-aiInput$0.20
2026-09-02azure_aiOutput$5.40
2026-09-26azure_aiOutput$5.40
2026-09-02edenaiOutput$2.40
2026-10-10edenaiOutput$2.40
2026-10-19edenaiOutput$2.15
2026-10-20edenaiOutput$2.40
2026-10-22edenaiOutput$2.15
2026-10-23edenaiOutput$2.40
2026-10-25edenaiOutput$2.15
2026-10-26edenaiOutput$2.40
2026-10-28edenaiOutput$2.15
2026-10-30edenaiOutput$2.40
2026-10-31edenaiOutput$2.15
2026-11-01edenaiOutput$2.40
2026-09-02huggingface · deepseek-aiOutput$2.50
2026-09-04huggingface · deepseek-aiOutput$5.00
2026-09-24huggingface · deepseek-aiOutput$2.50
2026-10-19huggingface · deepseek-aiOutput$5.00
2026-10-20huggingface · deepseek-aiOutput$2.50
2026-10-22huggingface · deepseek-aiOutput$5.00
2026-10-23huggingface · deepseek-aiOutput$2.50
2026-10-25huggingface · deepseek-aiOutput$5.00
2026-10-26huggingface · deepseek-aiOutput$2.50
2026-10-28huggingface · deepseek-aiOutput$5.00
2026-10-30huggingface · deepseek-aiOutput$2.50
2026-10-31huggingface · deepseek-aiOutput$5.00
2026-11-01huggingface · deepseek-aiOutput$2.50
2026-09-02io-net · deepseek-aiOutput$8.75
2026-10-22io-net · deepseek-aiOutput$2.2053
2026-09-02kiloOutput$2.50
2026-10-20kiloOutput$2.15
2026-09-02nano-gpt · deepseek-aiOutput$1.70
2026-10-05nano-gpt · deepseek-aiOutput$2.15
2026-09-02openrouterOutput$2.50
2026-09-06openrouterOutput$2.50
2026-10-10openrouterOutput$2.50
2026-10-19openrouterOutput$2.15
2026-10-20openrouterOutput$2.15
2026-09-02siliconflow-cn · deepseek-aiOutput$2.18
2026-10-22siliconflow-cn · deepseek-aiOutput$2.3912
2026-09-02siliconflow-cn · proOutput$2.18
2026-10-22siliconflow-cn · proOutput$2.3912
2026-09-02submodel · deepseek-aiOutput$2.15
2026-10-22submodel · deepseek-aiOutput$0.80

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