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DeepSeek Reasoner

DeepSeek reasoning model for multi-step analysis, math, coding, and tools

Source-linked deepseek-thinking Open weights Released 2025-12-01
API data Report
Input modalitiesT
Output modalitiesT
Input price$0.14/1M tokens
Output price$0.28/1M tokens
Context window1M
Max output384K
Overview

Capabilities and specifications

× Reasoning No
× Tool calling No
? Structured output Unknown
Attachments Yes
× Vision input No
Open weights Yes
Creator
DeepSeek
Model family
deepseek-thinking
Knowledge cutoff
2025-09
License
Not documented
Release date
2025-12-01
Model ID
deepseek/deepseek-reasoner
Inference availability

Provider pricing and availability

Provider-specific identifiers, limits, and prices per million tokens.

Report a price
Providers offering DeepSeek Reasoner
ProviderProvider model IDContextInputOutputCache readCapabilitiesSource
DeepSeek deepseek-reasoner 1M $0.14 $0.28 $0.003 ReasoningTools Docs
OrcaRouter deepseek/deepseek-reasoner 1M $0.435 $0.87 $0.028 ReasoningTools Docs
Helicone deepseek-reasoner 128K $0.56 $1.68 $0.07 Not listed Docs

Capability badges appear only when the provider catalog explicitly lists support.

Serving quality

Performance and reliability

Observed serving measurements stay separate from model specifications and are never estimated from price or model size.

Throughput Not reported

Generation speed; higher is faster.

Latency / TTFT Not reported

Time until the first output token arrives.

Uptime Not reported

Successful requests over a measured period.

Performance varies by inference provider, region, and load. Provider-level measurements appear only when a source reports them.

Published evaluations

Benchmarks

Raw results remain attached to their original source and version.

Benchmark registry
Aider Polyglot - Unversioned - percent correctTop 7 reported models
GPT-5
88.0
o3-pro
84.9
Gemini 2.5 Pro
83.1
o3
81.3
DeepSeek Reasoner
74.2
Claude Opus 4
72.0
Claude Opus 4 (latest)
72.0
Catalog activity

Recent record changes

Detected changes from successful source imports.

Full change log
No recent changes detected

This record has not changed in the retained import history.

Public API

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API documentation
Endpoint
GET https://www.modelbench.lol/api/v1/models/deepseek/deepseek-reasoner
curl
curl "https://www.modelbench.lol/api/v1/models/deepseek/deepseek-reasoner"