DeepSeek V3.2 (Reasoning)
Context 128K tokens
Top 5 cheapest providers (Adjusted $/task)
The same list price can give a different adjusted $/task (caching, token efficiency) — click a price for its inputs.
Within the active global provider, residency and confidentiality filters.
| # | Provider | Platform | Raw input $/1M | Raw output $/1M | Adjusted $/task |
|---|---|---|---|---|---|
| 1 | DeepInfra | OpenRouter | $0.260 | $0.380 | |
| 2 | Venice | OpenRouter | $0.268 | $0.390 | |
| 3 | SiliconFlow | OpenRouter | $0.259 | $0.420 | |
| 4 | Novita | OpenRouter | $0.269 | $0.400 | |
| 5 | DigitalOcean | OpenRouter | $0.300 | $0.960 |
Composite
4 of 7 inputs · 2 from the model family6 radar axes: DesignArena's two boards share one48.6
AA Coding 44.2Coding Agent v1.4 —AA Intelligence 21.5AA Agentic —Epoch ECI 146.2Software ECI 145.7DesignArena —/—
Radar: percentile among all models measured on each input; a gap means not measured.
Benchmark sheet
16 of 140 registered benchmark versions · bars show the percentile among all models measured on each benchmark.
- Epoch ECI · attached
- Software ECI · attached
Agentic
APEX-Agents-AA3114.5%
APEX-Agents-AA published 2026-09-10 ↗ · Published board — Tests professional-service tasks that require agents to produce locally graded deliverables.
GDPval-AA v237810 Elo
GDPval-AA v2 v2 ↗ · Published board — Tests professional knowledge-work deliverables across occupations using AA's Stirrup harness.
Terminal-Bench Hard (AA)8235.6%
Terminal-Bench Hard (AA) pinned revision 74221fb ↗ · Published board — Tests a pinned 44-task hard subset of terminal-based work using Terminus 2.
Terminal-Bench v2.1 (AA)4746.8%
Terminal-Bench v2.1 (AA) v2.1 ↗ · Published board — Tests terminal-based work on the 89-task verified refresh using Terminus 2.
τ²-Bench Airline (OpenRouter run)5872.1%
τ²-Bench Airline (OpenRouter run) published 2026-09-15 ↗ · Published board — Multi-turn service agents making tool calls under strict policy constraints. (OpenRouter's own reproducible run, as published on openrouter.ai/benchmarks.)
Coding
AA Coding Index5044.2
AA Coding Index published 2026-09-19 ↗ · Published board — Artificial Analysis publishes this board without a version number; we keep the date each result was retained.
Efficiency
GPQA Diamond (OpenRouter run) — measured cost per task80$0.0042
GPQA Diamond (OpenRouter run) — measured cost per task published 2026-09-15 ↗ · Published board — Mean USD OpenRouter actually spent per task while running GPQA Diamond for this configuration.
τ²-Bench Airline (OpenRouter run) — measured cost per task75$0.023
τ²-Bench Airline (OpenRouter run) — measured cost per task published 2026-09-15 ↗ · Published board — Mean USD OpenRouter actually spent per task while running τ²-Bench Airline for this configuration.
Instruction-following
IFBench (AA single-turn)7260.7%
IFBench (AA single-turn) published 2026-09-10 ↗ · Published board — Tests precise single-turn instructions with deterministic rule checks.
Knowledge
Humanity's Last Exam (AA text-only)7724.6%
Humanity's Last Exam (AA text-only) published 2026-09-10 ↗ · Published board — Tests expert-level knowledge on AA's text-only Humanity's Last Exam subset.
AA-Omniscience Index61-22.5
AA-Omniscience Index published 2026-09-10 ↗ · Published board — Tests factual reliability while rewarding correct answers and penalizing hallucinations.
Long-context
AA-LCR v1.17473.3%
AA-LCR v1.1 v1.1 ↗ · Published board — Tests reasoning across multiple long documents with corrected answer keys and grading.
Math
AIME 2025 (AA) v20259492.0%
AIME 2025 (AA) v2025 ↗ · Published board — Advanced mathematical problem solving on AIME I and II 2025.
Reasoning
AA Intelligence Index7321.5
AA Intelligence Index published 2026-09-19 ↗ · Published board — Artificial Analysis publishes this board without a version number; we keep the date each result was retained.
Science
CritPt (AA)732.9%
CritPt (AA) published 2026-09-10 ↗ · Published board — Tests research-level physics reasoning with Python, symbolic and numerical answers.
GPQA Diamond (AA)7584.0%
GPQA Diamond (AA) published 2026-09-10 ↗ · Published board — Tests graduate-level biology, physics and chemistry knowledge on the Diamond subset.
GPQA Diamond (OpenRouter run)5482.1%
GPQA Diamond (OpenRouter run) published 2026-09-15 ↗ · Published board — Graduate-level science questions that resist retrieval and reward careful reasoning. (OpenRouter's own reproducible run, as published on openrouter.ai/benchmarks.)
Tool-use
τ²-Bench Telecom (AA)8590.6%
τ²-Bench Telecom (AA) published 2026-09-10 ↗ · Published board — Tests dual-control telecom agents that coordinate tool use with a simulated user.
Missing coverage · 127 benchmark versions
No result does not mean a zero, or that the model was never tested. Collection failures and disputed versions retain their distinct status.
Variants / reasoning settings
Artificial Analysis snapshot 2026-09-19 · Data: Artificial Analysis · Data: Epoch AI (CC BY)
| Variant | AA Coding | AA Intelligence |
|---|---|---|
| DeepSeek V3.2 (Reasoning) | 44.2 | 21.5 |
| DeepSeek V3.2 (Non-reasoning) | — | 16.0 |
Token offers by platform · 13 offers (Adjusted $/task)
Click any underlined price to see how it is estimated and where each input comes from. How we calculate adjusted cost.
13 offers within the active global filters; “—” means the catalog is active but no public token price is available.
OpenRouter (9)
| DeepInfra | globaldeepinfra/fp4 | $0.260 raw in $/1M | $0.380 raw out $/1M | |
| Venice | globalvenice | $0.268 raw in $/1M | $0.390 raw out $/1M | |
| SiliconFlow | globalsiliconflow/fp8 | $0.259 raw in $/1M | $0.420 raw out $/1M | |
| Novita | globalnovita/fp8 | $0.269 raw in $/1M | $0.400 raw out $/1M | |
| DigitalOcean | globaldigitalocean | $0.300 raw in $/1M | $0.960 raw out $/1M | |
| globalgoogle-vertex | $0.560 raw in $/1M | $1.68 raw out $/1M | ||
| Phala | globalphalaTEE | $1.00 raw in $/1M | $1.00 raw out $/1M | |
| Mara | globalmara | $3.00 raw in $/1M | $4.50 raw out $/1M | |
| SambaNova | globalsambanova | $3.00 raw in $/1M | $4.50 raw out $/1M |
Chutes (1)
| Chutes | globalTEE | $1.00 raw in $/1M | $1.00 raw out $/1M |
Google Vertex AI (1)
| Google Vertex AI | global | $0.560 raw in $/1M | $1.68 raw out $/1M |
Azure AI Foundry (1)
| Azure AI Foundry | global | $0.580 raw in $/1M | $1.68 raw out $/1M |
AWS Bedrock (1)
| AWS Bedrock | eu-central-1EU | $0.740 raw in $/1M | $2.22 raw out $/1M |