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DeepSeek V4.1 Flash (Reasoning, Max Effort)

DeepSeekDeepSeekOpen WeightMIT · Commercial OK

Description

DeepSeek-V4.1-Flash is an MIT-licensed multimodal Mixture-of-Experts model accepting images and text and generating text. It has 552B backbone parameters, 196B Engram conditional-memory parameters, and approximately 763B parameters in the released checkpoint. Its causal encoder-decoder architecture activates 8B parameters per token during prefill and 16B during decode. Trained on 45T multimodal tokens, it supports a 1M-token context, up to 384K output tokens on the DeepSeek API, and continuously adjustable reasoning effort from 1 to 100. CSA2 attention and FP4 KV caching reduce global KV cache storage to 890 bytes per token. The API model name is deepseek-flash. Catalog prices are peak rates per million tokens: $0.30 input, $0.006 cached input, and $1.20 output. Off-peak rates are $0.15, $0.003, and $0.60 respectively, effective September 10, 2026 at 04:00 UTC. Peak hours are 01:00–04:00 and 06:00–10:00 UTC on weekdays; all other times are off-peak (the launch pricing announcement also lists public holidays as off-peak).

Release Date
2026-09-10
Parameters
763.2B
Context Length
1.0M
Modalities
image, text

Capability Radar

39
general
52
coding
100
reasoning
47
science
50
agents
70
multimodal

Rankings

Domain#RankScoreSource
Agentic Capability41
49.0
LS
Code Ranking7
95.0
AA
General Ranking56
72.0
AA
Math Reasoning13
93.0
LB
Multimodal Ranking4
73.0
LS
Reasoning20
87.0
LB
Science95
72.0
AA

Benchmark Scores (LLM Stats)

(LLM Stats (zeroeval))

Agents

SEC-bench Pro62.8%SR
AutomationBench54.8%SR
Agents' Last Exam31.8%SR
Program Bench20.3%SR
ExploitGym15.3%SR

Code

CyberGym88.1%SR
DeepSWE 1.174.2%SR
NL2Repo64.0%SR

Math

CodeForces3471.00 / 3000SR
MathArena Apex65.6%SR

Reasoning

GPQANYU + Cohere + Anthropic (2023)90.9%SR
Terminal-Bench 2.190.6%SR
Humanity's Last Exam (with tools)63.9%SR
Humanity's Last Exam (no tools, text-only)39.1%SR
Humanity's Last Exam36.8%SR
Terminal-Bench 4.031.2%SR
Terminal-Bench 3.030.0%SR

Vision

BabyVision89.6%SR
Chartography78.9%SR
ZEROBench0.49 / 100SR

AA Evaluation Indices

(Artificial Analysis)
Lcr(Artificial Analysis)
84.0
Scicode(UIUC + Argonne National Lab (2024))
51.9
Intelligence Index(Artificial Analysis)
39.5
Hle(Center for AI Safety + Scale AI (2025))
39.2

LLM Stats Category Scores

(LLM Stats (zeroeval))
Math
100
Reasoning
100
General
100
Physics
90
Biology
90
Chemistry
90
Multimodal
70
Safety
60
Vision
60
Agents
50
Code
50
Tool Calling
50

Pricing

Input Price$0.3 / 1M tokens
Output Price$1.2 / 1M tokens
Blended Price (3:1)$0.525 / 1M tokens
Cache Read Price$0.003 / 1M tokens

Speed

Tokens/sec267.1
Time to First Token0.90s
Time to Answer8.38s

Provider Price Ranking

Provider Price Ranking

13 providers

Cheapest: FireworksMost Expensive: Venice AI
ProviderInputOutput
1FireworksCheapest
$0
$0
2DeepSeek
$0
$0
3Novita
$0
$0
4DeepInfra
$0
$0
5NanoGPT
$0.15
$0.6
6OpenRouter
$0.15
$0.6
7Merge Gateway
$0.15
$0.6
8LLM Gateway
$0.15
$0.6
9CrossModel
$0.27
$1.08
10Kilo Gateway
$0.3
$1.2
11Vercel AI Gateway
$0.3
$1.2
12Ofox
$0.3
$1.2
13Venice AI
$0.375
$1.5

Compare pricing across different API providers for this model.

External Sources