DeepSeekopen-weight
Released: 2026-06-01

DeepSeek: R1 0528

May 28th update to the [original DeepSeek R1](/deepseek/deepseek-r1) Performance on par with [OpenAI o1](/openai/o1), but open-sourced and with fully open reasoning tokens. It's 671B parameters in size, with 37B active...

Intelligence Index
85.0/ 100
Calibrated multi-domain composite
Throughput Speed
85tok/sec
Output streaming throughput
Time To First Token
280ms
Initial chunk server latency
LiveBench Contam-Free
74.8%
September 2026 suite score

LiveBench Multi-Domain Evaluation Breakdown

Monthly refreshed contamination-free test sets
Logical Reasoning78.2%
Coding & Repo Repair76.5%
Mathematics (AIME)75.7%
Data Analysis & Tables72.3%
Language & Comprehension74.0%
Instruction Following74.8%

Sourced Benchmark Evaluations (61)

Verified performance across authoritative benchmarks with provenance tracking.
BenchmarkStatusScoreTrustDateSource TypeProvenance
ARC-AGI-3Active53.6%
93
2026-07-06independentSource ↗
ARC-AGI-2Nearing Saturation64.4%
75
2026-06-29independentSource ↗
FrontierMathActive22.1%
98
2026-06-26independentSource ↗
PutnamBenchActive41.1%
90
2026-06-25independentSource ↗
SWE-LancerDeprecated54.9%
20
2026-06-23independentSource ↗
Omni-MATHDeprecated58.5%
10
2026-06-23independentSource ↗
SoohakActive60.1%
98
2026-06-21independentSource ↗
FrontierCodeActive46.9%
98
2026-06-21independentSource ↗
Humanity's Last ExamActive36.3%
93
2026-06-19independentSource ↗
StructFlowBenchNearing Saturation63.6%
75
2026-06-19independentSource ↗
AIMENearing Saturation75.1%
75
2026-06-19independentSource ↗
OlympiadBenchActive64.9%
80
2026-06-18independentSource ↗
MathArenaActive63.3%
99
2026-06-17independentSource ↗
FireBenchActive62.8%
95
2026-06-17independentSource ↗
Terminal-BenchActive56.6%
80
2026-06-17independentSource ↗
OpenAI-MRCRActive71.4%
80
2026-06-16independentSource ↗
SimpleQAActive44.2%
90
2026-06-16independentSource ↗
CodeContestsDeprecated52.5%
10
2026-06-16independentSource ↗
ComplexBenchNearing Saturation61.3%
80
2026-06-15independentSource ↗
SWE-bench ProActive50.1%
90
2026-06-15independentSource ↗
LongBench-ProActive69.7%
80
2026-06-15independentSource ↗
ZeroSCROLLSNearing Saturation68%
78
2026-06-14independentSource ↗
MultiPL-EDeprecated74.3%
10
2026-06-14independentSource ↗
LiveCodeBenchSaturated66.3%
39
2026-06-13independentSource ↗
AgentIFNearing Saturation50.9%
80
2026-06-13independentSource ↗
MATHSaturated77.5%
25
2026-06-13independentSource ↗
InfiniteBenchNearing Saturation72.3%
65
2026-06-13independentSource ↗
MercuryDeprecated71.1%
10
2026-06-12independentSource ↗
SCROLLSNearing Saturation68%
65
2026-06-12independentSource ↗
MMLU-ProNearing Saturation78.2%
75
2026-06-12independentSource ↗
RULERNearing Saturation78.2%
84
2026-06-11independentSource ↗
TabMWPSaturated72.8%
25
2026-06-11independentSource ↗
CyberSecEvalDeprecated72.7%
10
2026-06-11independentSource ↗
SWE-bench VerifiedSaturated63%
25
2026-06-10independentSource ↗
MMLU-ReduxSaturated83.3%
25
2026-06-10independentSource ↗
QuALITYNearing Saturation74.8%
78
2026-06-10independentSource ↗
LongBenchNearing Saturation73.1%
65
2026-06-09independentSource ↗
SWE-benchDeprecated54.9%
10
2026-06-09independentSource ↗
MGSMNearing Saturation75.1%
65
2026-06-09independentSource ↗
AGIEvalSaturated71%
25
2026-06-08independentSource ↗
QASPERNearing Saturation70.6%
65
2026-06-08independentSource ↗
TruthfulQASaturated74.8%
25
2026-06-08independentSource ↗
GSM-HardDeprecated75.9%
10
2026-06-07independentSource ↗
SuperGLUESaturated84.2%
25
2026-06-07independentSource ↗
CodeXGLUEDeprecated76%
23
2026-06-06independentSource ↗
MT-BenchNearing Saturation7.7%
75
2026-06-06independentSource ↗
BIG-Bench HardSaturated80.9%
25
2026-06-06independentSource ↗
WinoGrandeSaturated85.8%
28
2026-06-05independentSource ↗
MBPP+Nearing Saturation82.4%
65
2026-06-05independentSource ↗
IFEvalDeprecated73.3%
25
2026-06-05independentSource ↗
GPQANearing Saturation74.8%
78
2026-06-05independentSource ↗
Needle-in-a-HaystackSaturated97%
44
2026-06-04independentSource ↗
HumanEval+Saturated87.3%
25
2026-06-04independentSource ↗
CommonsenseQASaturated86.6%
28
2026-06-04independentSource ↗
MBPPSaturated85.6%
25
2026-06-03independentSource ↗
GSM8KSaturated85.4%
25
2026-06-03independentSource ↗
GLUESaturated89.1%
28
2026-06-03independentSource ↗
MMLUSaturated86.7%
25
2026-06-02independentSource ↗
HumanEvalSaturated92.1%
25
2026-06-02independentSource ↗
ARC-AGISaturated77.6%
25
2026-06-02independentSource ↗
LiveBench (Continuous)Active74.8%
94
2025-02-01independentSource ↗
Local Hardware Execution (Ollama)Hardware Compatible
# 1. Pull and execute model locally with Ollama
ollama run deepseek-r1-0528

# 2. Or invoke via local OpenAI-compatible endpoint
curl http://localhost:11434/v1/chat/completions \
  -H "Content-Type: application/json" \
  -d '{
    "model": "deepseek-r1-0528",
    "messages": [{"role": "user", "content": "Analyze reasoning chains on AIME 2026"}]
  }'

Evaluation & Sourcing Notes

Scores listed for DeepSeek: R1 0528 represent verified evaluations extracted from official research papers, independent evaluation suites (HELM, LMSYS, OpenCompass, LiveBench), and verified audit reports.

All benchmarks marked as saturated or deprecated reflect historical performance where the benchmark no longer provides active discriminative power.