DeepSeek V3.2 Speciale
Context 128K tokens
Top 1 cheapest providers (Adjusted $/task)
Within the active global provider, residency and confidentiality filters.
| # | Provider | Platform | Raw input $/1M | Raw output $/1M | Adjusted $/task |
|---|---|---|---|---|---|
| 1 | Azure AI Foundry | Azure AI Foundry | $0.580 | $1.68 |
Composite
1 of 7 inputs6 radar axes: DesignArena's two boards share one32.1
dominance-adjusted from 34.8: a better-measured model that is at least as good on each of these inputs ranks above it
AA Coding —Coding Agent v1.4 —AA Intelligence 14.5AA Agentic —Epoch ECI —Software ECI —DesignArena —/—
Radar: percentile among all models measured on each input; a gap means not measured.
Benchmark sheet
15 of 140 registered benchmark versions · bars show the percentile among all models measured on each benchmark.
Agentic
Terminal-Bench Hard (AA)8034.8%
Terminal-Bench Hard (AA) pinned revision 74221fb ↗ · Published board — Tests a pinned 44-task hard subset of terminal-based work using Terminus 2.
Instruction-following
IFBench (AA single-turn)7563.9%
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)8128.7%
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 Index65-17.7
AA-Omniscience Index published 2026-09-10 ↗ · Published board — Tests factual reliability while rewarding correct answers and penalizing hallucinations.
UGI NatInt9953.0
UGI NatInt published 2026-09-10 ↗ · Published board — A private-question evaluation of general knowledge and reasoning across textbook, popular-culture and world-model topics.
Long-context
AA-LCR v1.16770.0%
AA-LCR v1.1 v1.1 ↗ · Published board — Tests reasoning across multiple long documents with corrected answer keys and grading.
Math
AIME 2025 (AA) v20259996.7%
AIME 2025 (AA) v2025 ↗ · Published board — Advanced mathematical problem solving on AIME I and II 2025.
Reasoning
AA Intelligence Index6014.5
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)827.4%
CritPt (AA) published 2026-09-10 ↗ · Published board — Tests research-level physics reasoning with Python, symbolic and numerical answers.
GPQA Diamond (AA)8387.1%
GPQA Diamond (AA) published 2026-09-10 ↗ · Published board — Tests graduate-level biology, physics and chemistry knowledge on the Diamond subset.
Tool-use
τ²-Bench Telecom (AA)30.0%
τ²-Bench Telecom (AA) published 2026-09-10 ↗ · Published board — Tests dual-control telecom agents that coordinate tool use with a simulated user.
Uncensored
UGI Willingness754.80
UGI Willingness published 2026-09-10 ↗ · Published board — A private-question evaluation of how far a model follows challenging instructions before refusing or deviating.
UGI10065.4
UGI published 2026-09-10 ↗ · Published board — A private-question suite combining sensitive-topic knowledge with willingness to follow controversial instructions.
Writing
EQ-Bench Creative Writing v3431,273 Elo
EQ-Bench Creative Writing v3 v3 ↗ · Published board — A LLM-judged creative writing benchmark with vocabulary and GPT-slop controls.
EQ-Bench Longform Creative Writing v1.114848.8
EQ-Bench Longform Creative Writing v1.11 ↗ · Published board — LLM-judged benchmark in which models plan and write a short story/novella over 8x 1000-word turns, scored 0-100 across 14 rubric dimensions.
UGI Writing9754.0
UGI Writing published 2026-09-10 ↗ · Published board — A maintainer-owned writing evaluation considering intelligence, style, repetition and length adherence, informed by human preferences.
Unusual results
3 threshold-crossing signals flagged · 16 eligible benchmark families
How flags are calculated
Heuristic screen, not statistical significance: benchmark families are correlated and source uncertainty is unknown. Peer evidence needs ≥ 20 independently measured matched configurations from ≥ 10 distinct model families. A flag needs a directed population z-score of magnitude ≥ 1.5 and a gap of ≥ 1.5 from the leave-one-benchmark-family-out mean z in the same direction, over ≥ 5 other benchmark families.
- unusually weak τ²-Bench Telecom (AA) published 2026-09-10
Why
Observed: 0 fractionPeer mean 0.51002 · peer sd 0.31633 · n 440 · families 323Directed z -1.612 · baseline z 0.959 · gap -2.571 · profile n 150 fractionmeasuredobserved 2026-09-10artificialanalysis.ai ↗Evidence
Axis: τ²-Bench Telecom (AA) · published 2026-09-10 · Published boardExact value:0fractionObserved: 2026-09-10T21:47:16.627Z · publication date: not recordedObservation id:aa:527e943a-adc6-4e69-93af-d1608e1b5fed:tau2 - unusually strong UGI published 2026-09-10
Why
Observed: 65.37 pointsPeer mean 30.75703 · peer sd 13.08304 · n 74 · families 73Directed z 2.646 · baseline z 0.675 · gap 1.97 · profile n 1565.37 pointsmeasuredobserved 2026-09-10huggingface.co ↗Evidence
Axis: UGI · published 2026-09-10 · Published boardExact value:65.37pointsObserved: 2026-09-10T22:04:13Z · publication date: not recordedObservation id:public:bace046d11dcb7a0955612f9 - unusually strong UGI NatInt published 2026-09-10
Why
Observed: 53.02 pointsPeer mean 26.4323 · peer sd 11.33206 · n 74 · families 73Directed z 2.346 · baseline z 0.695 · gap 1.651 · profile n 1553.02 pointsmeasuredobserved 2026-09-10huggingface.co ↗Evidence
Axis: UGI NatInt · published 2026-09-10 · Published boardExact value:53.02pointsObserved: 2026-09-10T22:04:13Z · publication date: not recordedObservation id:public:867306121bd8ce14d988f870
Missing coverage · 129 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.
Token offers by platform · 1 offers (Adjusted $/task)
Click any underlined price to see how it is estimated and where each input comes from. How we calculate adjusted cost.
1 offers within the active global filters; “—” means the catalog is active but no public token price is available.
Azure AI Foundry (1)
| Azure AI Foundry | global | $0.580 raw in $/1M | $1.68 raw out $/1M |