DeepSeek

DeepSeek V4.1 Flash 1017

by DeepSeektext+image->text14 endpoints
Neura Intelligence Index
72.5/ 100
Rank
#73—
Confidence
low
Benchmarks
1(3% coverage)

Overview

DeepSeek V4.1 Flash 1017 is the October 17, 2026 snapshot of DeepSeek V4.1 Flash, served by DeepSeek under the deepseek-flash API model name. V4.1 Flash is a sparse mixture-of-experts model from DeepSeek, and the first built on the company's Causal Encoder-Decoder (CED) architecture. It activates 8B parameters on input and 16B on output from a 552B-parameter backbone, an asymmetric split that keeps per-token compute low relative to the model's total size. Image understanding is native to the architecture, with visual and text embeddings trained jointly from the start of pre-training rather than added afterward as in the earlier experimental V4 Flash Vision Exp.

It is suited for coding, terminal, and computer-use agents, along with long-horizon tasks that must run to completion across many steps and long-context analysis. Compressed KV caching cuts cache memory to roughly a quarter of the previous Flash generation, significantly reducing costs on agentic workloads. DeepSeek positions it as the cost-efficient tier of the V4.1 family and reports that it exceeds V4 Pro on performance, speed, and task completion time.

Capabilities

Text generation
Image understanding
Tool use / Function calling
Structured output
Extended reasoning
Prompt caching
Long context
Top-P sampling
Stop sequences
Deterministic seed
Log probabilities

Modalities

Input
TextImage
Output
Text

Technical Specifications

Context Window
1.0M tokens
Max Output
393.2K tokens
Tokenizer
DeepSeek
Uptime (24h)
10000.0%
Parameters
763205315794B
License
mitOpen Weights
Country
🇨🇳CN
Release Date
October 17, 20266d

Supported Parameters

frequency_penaltyinclude_reasoninglogit_biaslogprobsmax_completion_tokensmax_tokensmin_pparallel_tool_callspresence_penaltyreasoningreasoning_effortrepetition_penaltyresponse_formatseedstopstructured_outputstemperaturetool_choicetoolstop_ktop_logprobstop_p

Benchmark Performance

reasoning

BenchmarkScoreSource
Humanity's Last Exam
42.6
verified

Performance Over Time

Pricing

Per 1M tokens
Input$0.15
Output$0.60
Cache read$0.0030
Added
October 17, 2026
Last synced 10/23/2026