Qwen3.8 27B (low)
Output 46 tokens/sFirst token 1.3 sContext 256K 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 | $0.150 | $1.88 | |
| 2 | Phala | OpenRouter | $0.199 | $2.08 | |
| 3 | Chutes | Chutes | $0.240 | $2.20 | |
| 4 | Chutes | OpenRouter | $0.240 | $2.20 | |
| 5 | Parasail | OpenRouter | $0.240 | $2.20 |
Composite
2 of 7 inputs6 radar axes: DesignArena's two boards share one60.9
includes −1.6 for its Benchmaxxing signal (from 62.5; why, switch off in Options)
dominance-adjusted from 67.0: a better-measured model that is at least as good on each of these inputs ranks above it
AA Coding 58.2Coding Agent v1.4 —AA Intelligence 26.5AA Agentic —Epoch ECI —Software ECI —DesignArena —/—
Radar: percentile among all models measured on each input; a gap means not measured.
Benchmark sheet
14 of 140 registered benchmark versions · bars show the percentile among all models measured on each benchmark.
Agentic
AA-Briefcase731,277 Elo
AA-Briefcase published 2026-09-10 ↗ · Published board — Tests multi-week professional knowledge-work projects with linked tasks and large source collections.
GDPval-AA v2781,403 Elo
GDPval-AA v2 v2 ↗ · Published board — Tests professional knowledge-work deliverables across occupations using AA's Stirrup harness.
Terminal-Bench v2.1 (AA)6767.4%
Terminal-Bench v2.1 (AA) v2.1 ↗ · Published board — Tests terminal-based work on the 89-task verified refresh using Terminus 2.
Terminal-Bench v4.0 (AA)562.5%
Terminal-Bench v4.0 (AA) v4.0 ↗ · Published board — Tests terminal-based work on the 66-task release using mini-SWE-agent v2.4.6.
Coding
SciCode (AA subproblems) v1.0.12840.0%
SciCode (AA subproblems) v1.0.1 ↗ · Published board — Tests scientific Python programming with scientist-annotated background information.
AA Coding Index6658.2
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.
Knowledge
Humanity's Last Exam (AA text-only)6414.0%
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 Index59-26.7
AA-Omniscience Index published 2026-09-10 ↗ · Published board — Tests factual reliability while rewarding correct answers and penalizing hallucinations.
Long-context
GDP.pdf (AA)4610.4%
GDP.pdf (AA) published 2026-09-10 ↗ · Published board — Tests professional reasoning over long PDFs with AA document preparation and grading.
AA-LCR v1.18277.3%
AA-LCR v1.1 v1.1 ↗ · Published board — Tests reasoning across multiple long documents with corrected answer keys and grading.
Reasoning
AA Intelligence Index8326.5
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)240.0%
CritPt (AA) published 2026-09-10 ↗ · Published board — Tests research-level physics reasoning with Python, symbolic and numerical answers.
GPQA Diamond (AA)7784.5%
GPQA Diamond (AA) published 2026-09-10 ↗ · Published board — Tests graduate-level biology, physics and chemistry knowledge on the Diamond subset.
Tool-use
AutomationBench-AA v1.0.65630.1%
AutomationBench-AA v1.0.6 ↗ · Published board — Tests multi-app SaaS workflows through REST tools on a held-out AutomationBench split.
τ³-Banking (AA) v1.0.17232.2%
τ³-Banking (AA) v1.0.1 ↗ · Published board — Tests banking support agents that retrieve policies and change account state through tools.
Vision
MMMU Pro (AA)6473.8%
MMMU Pro (AA) published 2026-09-10 ↗ · Published board — Tests multimodal understanding using challenging ten-option questions.
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.
Variants / reasoning settings
Artificial Analysis snapshot 2026-09-19 · Data: Artificial Analysis · Data: Epoch AI (CC BY)
| Variant | AA Coding | AA Intelligence |
|---|---|---|
| Qwen3.8 27B (xhigh) | 68.1 | 33.9 |
| Qwen3.8 27B (low) | 58.2 | 26.5 |
| Qwen3.8 27B (medium) | 56.1 | 27.8 |
| Qwen3.8 27B (Non-reasoning) | 44.6 | 22.4 |
Token offers by platform · 21 offers (Adjusted $/task)
Click any underlined price to see how it is estimated and where each input comes from. How we calculate adjusted cost.
21 offers within the active global filters; “—” means the catalog is active but no public token price is available.
OpenRouter (14)
| ModelRunfree — Free route: rate- and quota-limited, availability may change — not used as a paid price | globalmodelrun/fp4 | $0 raw in $/1M | $0 raw out $/1M | not a paid price |
| DeepInfra | globaldeepinfra/bf16 | $0.150 raw in $/1M | $1.88 raw out $/1M | |
| Phala | globalphalaTEE | $0.199 raw in $/1M | $2.08 raw out $/1M | |
| Chutes | globalchutes/fp8 | $0.240 raw in $/1M | $2.20 raw out $/1M | |
| Parasail | globalparasail/fp8 | $0.240 raw in $/1M | $2.20 raw out $/1M | |
| DekaLLM | globaldekallm | $0.200 raw in $/1M | $2.50 raw out $/1M | |
| AkashML | globalakashml/fp8 | $0.250 raw in $/1M | $2.20 raw out $/1M | |
| Ionstream | globalionstream/fp8 | $0.280 raw in $/1M | $2.55 raw out $/1M | |
| Reka | globalreka/fp8 | $0.214 raw in $/1M | $2.55 raw out $/1M | |
| Mancer 2 | globalmancer/fp8 | $0.200 raw in $/1M | $2.50 raw out $/1M | |
| Novita | globalnovita | $0.420 raw in $/1M | $3.00 raw out $/1M | |
| Io Net | globalio-net/fp8 | $0.300 raw in $/1M | $2.80 raw out $/1M | |
| CoreWeave | globalcoreweave/fp8 | $0.400 raw in $/1M | $3.00 raw out $/1M | |
| Venice | globalvenice/fp8 | $0.450 raw in $/1M | $3.20 raw out $/1M |
Chutes (1)
| Chutes | globalTEE | $0.240 raw in $/1M | $2.20 raw out $/1M |
TensorX (1)
| TensorX | euEU | $0.400 raw in $/1M | $2.40 raw out $/1M |
TrustedTokens (1)
| TrustedTokens | euEU | $0.460 raw in $/1M | $3.09 raw out $/1M |
Scaleway (1)
| Scaleway | euEU | $0.690 raw in $/1M | $3.78 raw out $/1M |
STACKIT (1)
| STACKIT | eu01EU | $0.516 raw in $/1M | $0.745 raw out $/1M |
IONOS (1)
| IONOS | euEU | $0.450 raw in $/1M | $2.70 raw out $/1M |
OVHcloud (1)
| OVHcloud | euEU | $0.460 raw in $/1M | $3.09 raw out $/1M |