BenchLeader

DeepSeek R1 0528

As of 29 Oct 2026, DeepSeek R1 0528 by DeepSeek scores 49.4 on the BenchLeader Index (581 ranked configurations), with its best results in human preference (60) and weakest in knowledge (34). It costs $2.08 per 1M tokens blended ($1.85 in / $2.75 out), and streams about 33 tokens/s (Artificial Analysis). Released 28 May 2025; 23 independent results so far.

Key facts (as of 29 Oct 2026)

  • DeepSeek R1 0528 costs $2.08 per 1M tokens blended ($1.85 in / $2.75 out) (list price, 29 Oct 2026).
  • DeepSeek R1 0528 streams about 33 tokens/s (Artificial Analysis, 29 Oct 2026).
  • DeepSeek R1 0528 was released on 28 May 2025 (DeepSeek).

In detail. DeepSeek R1 0528 is a DeepSeek open-weights reasoning model, released 28 May 2025. Its best configuration ranks #347 of 581 on the BenchLeader Index at 49.4 ±4.9, in the lower half. The ± is the point: 263 other configurations score within that range, so they and this one cannot be told apart on quality alone — price and speed are what separate them. It scores highest in human preference (60) and lowest in knowledge (34). At $2.08 per million tokens blended it is pricier than most ranked models. Output speed of 33 tokens per second puts it in the slowest quarter, with a first answer in 61.2 s. Last measured 22 Oct 2026.

Blended price
$2.08/M
$1.85 in · $2.75 out
Output speed
33 tok/s
measured by Artificial Analysis
First answer
61 s
first token 0.78 s
Context
164k
Full answer
76 s
median, reasoning included
Cost per run
–
Released
28 May 2025
How it scores by categoryDashed line = average model (50). One step of 15 = one standard deviation.
  1. Overall index49
  2. Reasoning44
  3. Coding59
  4. Agents & tools48
  5. Maths51
  6. Knowledge34
  7. Instruction following46
  8. Human preference60
  9. Long context52

Versions

DeepSeek has shipped 2 models under this name. Each is ranked on its own results; a newer version often has fewer results so far, which holds its index nearer the average until more arrive.

ModelReleasedIndexRank
DeepSeek R1 0528this page28 May 202549.4#347
DeepSeek R120 Jan 202547.3#393

How its index has moved

8 Sept 2026 to 29 Oct 2026
445260

The index is recomputed from scratch every day, so a line moves when a new benchmark result lands, when a publisher revises a score, or when the models it is normalised against change. Early movement usually means the score is still settling.

Benchmark results

See all LLM benchmarks. One column per reasoning effort. Rank is among every configuration of every model on that benchmark. Hover a score for the run it came from.

Metadata

Benchmarknot statedSourceTrend
AA Openness Indexnot in index50#27Artificial Analysis

Agents & tools

Benchmarknot statedSourceTrend
Terminal-Bench Hard15.9%#192Artificial Analysis
τ²-Bench Telecom (AA)not in index36.5%#232Artificial Analysis
DeepResearch Benchnot in index35.1%#39DeepResearch Bench
METR Time Horizonsnot in index53.8%#24METR
BrowseComp-Plusnot in index8.6%#18BrowseComp-Plus
BrowseCompnot in index3.1%#8OpenAI

Knowledge

Instruction following

Human preference

Benchmarknot statedSourceTrend
Arena Text1421#125Arena (LMArena)
Arena Creative Writingnot in index1389#124Arena (LMArena)
Arena Multi-turnnot in index1404#150Arena (LMArena)
Arena Longer Queriesnot in index1407#151Arena (LMArena)
Lech Mazur Creative Writingnot in index81.9%#12Lech Mazur

Long context

Benchmarknot statedSourceTrend
AA-LCR v1.155.7%#306Artificial Analysis

Composite

Safety & honesty

Benchmarknot statedSourceTrend
MASKnot in index53.0%#46Scale AI SEAL

Where to run it

Every provider serving this model through OpenRouter, with throughput and first-token latency measured on live traffic over the last 30 minutes and each provider’s own price. Purple marks the best in each column.

ProviderSpeedFirst tokenInput $/MOutput $/MContextQuantisation
StreamLake44 tok/s3.09 s$0.571$2.29128k–
SiliconFlow20 tok/s1.82 s$0.500$2.18164kfp8
DeepInfra18 tok/s0.79 s$0.500$2.15164kfp4

Price history

The price above, per 1M tokens, every day it changed.

$0.00$0.825$1.65$2.48$3.30Sept 26Oct 26
input outputnow $1.85 in · $2.75 out

What a task costs

Estimates from list price, output speed and time to first answer for the best configuration. “With caching” assumes three-quarters of the input is served from the prompt cache at $0.350 per 1M. Reasoning tokens are not modelled.

WorkloadTokens in / outCostWith cachingTime
Chat reply400 / 300$0.0016$0.00111.2 min
Summarize a 30-page report12,000 / 600$0.024$0.0101.3 min
Code edit6,000 / 1,500$0.015$0.00851.8 min
Agentic coding session60,000 / 4,000$0.122$0.0543.0 min
Structured extraction2,000 / 200$0.0043$0.00201.1 min

More from DeepSeek

New this month

See also

Questions people ask

What are DeepSeek R1 0528's benchmark scores?
As of 29 Oct 2026, DeepSeek R1 0528 scores 49.4 ±4.9 on the BenchLeader Index, strongest in human preference (60) and weakest in knowledge (34). That rests on 23 independent benchmark results, and every score on this page links to its publisher.
How does DeepSeek R1 0528 rank?
DeepSeek R1 0528 is #347 of 581 ranked configurations on 29 Oct 2026. 263 other configurations score within its margin, so the exact position matters less than the band. The leader is Claude Opus 5.5 (max effort) at 69.2.
How much does DeepSeek R1 0528 cost per 1M tokens?
As of 29 Oct 2026, DeepSeek R1 0528 costs $1.85 per 1M input tokens and $2.75 per 1M output tokens, $2.08 blended (three input tokens per output token). The list price last changed on 24 Oct 2026.
When was DeepSeek R1 0528 released?
DeepSeek released DeepSeek R1 0528 on 28 May 2025.

Data as of 29 Oct 2026. Compare with another model.

Cite as: BenchLeader, “DeepSeek R1 0528: benchmarks, pricing, speed and rank”, data as of 29 Oct 2026, https://www.benchleader.com/models/deepseek-r1-0528.