DeepSeekopen-weight
Released: 2026-09-10

DeepSeek V4.1 Flash

DeepSeek open-weight reasoning flagship offering top price-to-performance on agentic coding and formal mathematics.

Intelligence Index
93.5/ 100
Calibrated multi-domain composite
Throughput Speed
96tok/sec
Output streaming throughput
Time To First Token
290ms
Initial chunk server latency
LiveBench Contam-Free
83.9%
September 2026 suite score

LiveBench Multi-Domain Evaluation Breakdown

Monthly refreshed contamination-free test sets
Logical Reasoning88.4%
Coding & Repo Repair85.1%
Mathematics (AIME)89.0%
Data Analysis & Tables80.5%
Language & Comprehension78.5%
Instruction Following82.0%

Sourced Benchmark Evaluations (61)

Verified performance across authoritative benchmarks with provenance tracking.
BenchmarkStatusScoreTrustDateSource TypeProvenance
ARC-AGI-3Active57.5%
93
2026-09-05independentSource ↗
ARC-AGI-2Nearing Saturation69%
75
2026-08-29independentSource ↗
FrontierMathActive26%
98
2026-08-26independentSource ↗
PutnamBenchActive48.3%
90
2026-08-25independentSource ↗
SWE-LancerDeprecated60.7%
20
2026-08-23independentSource ↗
Omni-MATHDeprecated68.7%
10
2026-08-23independentSource ↗
SoohakActive70.5%
98
2026-08-21independentSource ↗
FrontierCodeActive51.7%
98
2026-08-21independentSource ↗
Humanity's Last ExamActive38.9%
93
2026-08-19independentSource ↗
StructFlowBenchNearing Saturation69.7%
75
2026-08-19independentSource ↗
AIMENearing Saturation88.2%
75
2026-08-19independentSource ↗
OlympiadBenchActive76.1%
80
2026-08-18independentSource ↗
MathArenaActive74.2%
99
2026-08-17independentSource ↗
FireBenchActive68.9%
95
2026-08-17independentSource ↗
Terminal-BenchActive62.4%
80
2026-08-17independentSource ↗
OpenAI-MRCRActive78.5%
80
2026-08-16independentSource ↗
SimpleQAActive48.6%
90
2026-08-16independentSource ↗
CodeContestsDeprecated58%
10
2026-08-16independentSource ↗
ComplexBenchNearing Saturation67.2%
80
2026-08-15independentSource ↗
SWE-bench ProActive55.3%
90
2026-08-15independentSource ↗
LongBench-ProActive76.7%
80
2026-08-15independentSource ↗
ZeroSCROLLSNearing Saturation74.8%
78
2026-08-14independentSource ↗
MultiPL-EDeprecated82.1%
10
2026-08-14independentSource ↗
LiveCodeBenchSaturated73.1%
39
2026-08-13independentSource ↗
AgentIFNearing Saturation55.8%
80
2026-08-13independentSource ↗
MATHSaturated90.9%
25
2026-08-13independentSource ↗
InfiniteBenchNearing Saturation79.5%
65
2026-08-13independentSource ↗
MercuryDeprecated78.5%
10
2026-08-12independentSource ↗
SCROLLSNearing Saturation74.8%
65
2026-08-12independentSource ↗
MMLU-ProNearing Saturation86%
75
2026-08-12independentSource ↗
RULERNearing Saturation86%
84
2026-08-11independentSource ↗
TabMWPSaturated85.4%
25
2026-08-11independentSource ↗
CyberSecEvalDeprecated80.3%
10
2026-08-11independentSource ↗
SWE-bench VerifiedSaturated69.6%
25
2026-08-10independentSource ↗
MMLU-ReduxSaturated91.6%
25
2026-08-10independentSource ↗
QuALITYNearing Saturation82.3%
78
2026-08-10independentSource ↗
LongBenchNearing Saturation80.4%
65
2026-08-09independentSource ↗
SWE-benchDeprecated60.7%
10
2026-08-09independentSource ↗
MGSMNearing Saturation88.2%
65
2026-08-09independentSource ↗
AGIEvalSaturated76%
25
2026-08-08independentSource ↗
QASPERNearing Saturation77.6%
65
2026-08-08independentSource ↗
TruthfulQASaturated82.3%
25
2026-08-08independentSource ↗
GSM-HardDeprecated89.1%
10
2026-08-07independentSource ↗
SuperGLUESaturated90.2%
25
2026-08-07independentSource ↗
CodeXGLUEDeprecated83.8%
23
2026-08-06independentSource ↗
MT-BenchNearing Saturation8.4%
75
2026-08-06independentSource ↗
BIG-Bench HardSaturated86.6%
25
2026-08-06independentSource ↗
WinoGrandeSaturated91.9%
28
2026-08-05independentSource ↗
MBPP+Nearing Saturation91%
65
2026-08-05independentSource ↗
IFEvalDeprecated80.4%
25
2026-08-05independentSource ↗
GPQANearing Saturation82.3%
78
2026-08-05independentSource ↗
Needle-in-a-HaystackSaturated98.7%
44
2026-08-04independentSource ↗
HumanEval+Saturated96.3%
25
2026-08-04independentSource ↗
CommonsenseQASaturated92.8%
28
2026-08-04independentSource ↗
MBPPSaturated94.6%
25
2026-08-03independentSource ↗
GSM8KSaturated100%
25
2026-08-03independentSource ↗
GLUESaturated95.5%
28
2026-08-03independentSource ↗
MMLUSaturated95.4%
25
2026-08-02independentSource ↗
HumanEvalSaturated100%
25
2026-08-02independentSource ↗
ARC-AGISaturated83.1%
25
2026-08-02independentSource ↗
LiveBench (Continuous)Active83.9%
94
2025-02-01independentSource ↗
Local Hardware Execution (Ollama)Hardware Compatible
# 1. Pull and execute model locally with Ollama
ollama run deepseek-v4-1-flash

# 2. Or invoke via local OpenAI-compatible endpoint
curl http://localhost:11434/v1/chat/completions \
  -H "Content-Type: application/json" \
  -d '{
    "model": "deepseek-v4-1-flash",
    "messages": [{"role": "user", "content": "Analyze reasoning chains on AIME 2026"}]
  }'

Evaluation & Sourcing Notes

Scores listed for DeepSeek V4.1 Flash 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.