DeepSeekopen-weight
Released: 2026-07-31

DeepSeek V4 Flash 0731

DeepSeek V4 Flash 0731 is a sparse mixture-of-experts model from DeepSeek, with 13B active parameters out of 284B total. This re-post-trained revision is suited for coding, reasoning, and agent workflows....

Intelligence Index
81.0/ 100
Calibrated multi-domain composite
Throughput Speed
130tok/sec
Output streaming throughput
Time To First Token
280ms
Initial chunk server latency
LiveBench Contam-Free
71.3%
September 2026 suite score

LiveBench Multi-Domain Evaluation Breakdown

Monthly refreshed contamination-free test sets
Logical Reasoning74.5%
Coding & Repo Repair72.9%
Mathematics (AIME)72.1%
Data Analysis & Tables68.9%
Language & Comprehension70.5%
Instruction Following71.3%

Sourced Benchmark Evaluations (61)

Verified performance across authoritative benchmarks with provenance tracking.
BenchmarkStatusScoreTrustDateSource TypeProvenance
ARC-AGI-3Active53.6%
93
2026-09-04independentSource ↗
ARC-AGI-2Nearing Saturation64.4%
75
2026-08-28independentSource ↗
FrontierMathActive22.1%
98
2026-08-25independentSource ↗
PutnamBenchActive41.1%
90
2026-08-24independentSource ↗
SWE-LancerDeprecated54.9%
20
2026-08-22independentSource ↗
Omni-MATHDeprecated58.5%
10
2026-08-22independentSource ↗
SoohakActive60.1%
98
2026-08-20independentSource ↗
FrontierCodeActive46.9%
98
2026-08-20independentSource ↗
Humanity's Last ExamActive36.3%
93
2026-08-18independentSource ↗
StructFlowBenchNearing Saturation63.6%
75
2026-08-18independentSource ↗
AIMENearing Saturation75.1%
75
2026-08-18independentSource ↗
OlympiadBenchActive64.9%
80
2026-08-17independentSource ↗
MathArenaActive63.3%
99
2026-08-16independentSource ↗
FireBenchActive62.8%
95
2026-08-16independentSource ↗
Terminal-BenchActive56.6%
80
2026-08-16independentSource ↗
OpenAI-MRCRActive71.4%
80
2026-08-15independentSource ↗
SimpleQAActive44.2%
90
2026-08-15independentSource ↗
CodeContestsDeprecated52.5%
10
2026-08-15independentSource ↗
ComplexBenchNearing Saturation61.3%
80
2026-08-14independentSource ↗
SWE-bench ProActive50.1%
90
2026-08-14independentSource ↗
LongBench-ProActive69.7%
80
2026-08-14independentSource ↗
ZeroSCROLLSNearing Saturation68%
78
2026-08-13independentSource ↗
MultiPL-EDeprecated74.3%
10
2026-08-13independentSource ↗
LiveCodeBenchSaturated66.3%
39
2026-08-12independentSource ↗
AgentIFNearing Saturation50.9%
80
2026-08-12independentSource ↗
MATHSaturated77.5%
25
2026-08-12independentSource ↗
InfiniteBenchNearing Saturation72.3%
65
2026-08-12independentSource ↗
MercuryDeprecated71.1%
10
2026-08-11independentSource ↗
SCROLLSNearing Saturation68%
65
2026-08-11independentSource ↗
MMLU-ProNearing Saturation78.2%
75
2026-08-11independentSource ↗
RULERNearing Saturation78.2%
84
2026-08-10independentSource ↗
TabMWPSaturated72.8%
25
2026-08-10independentSource ↗
CyberSecEvalDeprecated72.7%
10
2026-08-10independentSource ↗
SWE-bench VerifiedSaturated63%
25
2026-08-09independentSource ↗
MMLU-ReduxSaturated83.3%
25
2026-08-09independentSource ↗
QuALITYNearing Saturation74.8%
78
2026-08-09independentSource ↗
LongBenchNearing Saturation73.1%
65
2026-08-08independentSource ↗
SWE-benchDeprecated54.9%
10
2026-08-08independentSource ↗
MGSMNearing Saturation75.1%
65
2026-08-08independentSource ↗
AGIEvalSaturated71%
25
2026-08-07independentSource ↗
QASPERNearing Saturation70.6%
65
2026-08-07independentSource ↗
TruthfulQASaturated74.8%
25
2026-08-07independentSource ↗
GSM-HardDeprecated75.9%
10
2026-08-06independentSource ↗
SuperGLUESaturated84.2%
25
2026-08-06independentSource ↗
CodeXGLUEDeprecated76%
23
2026-08-05independentSource ↗
MT-BenchNearing Saturation7.7%
75
2026-08-05independentSource ↗
BIG-Bench HardSaturated80.9%
25
2026-08-05independentSource ↗
WinoGrandeSaturated85.8%
28
2026-08-04independentSource ↗
MBPP+Nearing Saturation82.4%
65
2026-08-04independentSource ↗
IFEvalDeprecated73.3%
25
2026-08-04independentSource ↗
GPQANearing Saturation74.8%
78
2026-08-04independentSource ↗
Needle-in-a-HaystackSaturated97%
44
2026-08-03independentSource ↗
HumanEval+Saturated87.3%
25
2026-08-03independentSource ↗
CommonsenseQASaturated86.6%
28
2026-08-03independentSource ↗
MBPPSaturated85.6%
25
2026-08-02independentSource ↗
GSM8KSaturated85.4%
25
2026-08-02independentSource ↗
GLUESaturated89.1%
28
2026-08-02independentSource ↗
MMLUSaturated86.7%
25
2026-08-01independentSource ↗
HumanEvalSaturated92.1%
25
2026-08-01independentSource ↗
ARC-AGISaturated77.6%
25
2026-08-01independentSource ↗
LiveBench (Continuous)Active67.8%
94
2025-02-01independentSource ↗
Local Hardware Execution (Ollama)Hardware Compatible
# 1. Pull and execute model locally with Ollama
ollama run deepseek-deepseek-v4-flash-0731

# 2. Or invoke via local OpenAI-compatible endpoint
curl http://localhost:11434/v1/chat/completions \
  -H "Content-Type: application/json" \
  -d '{
    "model": "deepseek-deepseek-v4-flash-0731",
    "messages": [{"role": "user", "content": "Analyze reasoning chains on AIME 2026"}]
  }'

Evaluation & Sourcing Notes

Scores listed for DeepSeek V4 Flash 0731 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.