Muse Wonder Full
Not tested yet
Head-to-head comparison
Muse Wonder Full vs. DeepSeek-V4-Flash
Compare published benchmark results from matching versions and cohorts, API pricing, and technical specifications. Any documented test setup differences remain visible.
- shared result series
- 9
- distinct benchmarks
- 9
- latest retrieval
- 2026-10-15
Change model selection
Specifications
General specifications
Release date, availability, context window, architecture, and published parameter counts at a glance. Undisclosed details remain marked as unavailable.
| Attribute | Muse Wonder Full | DeepSeek-V4-Flash |
|---|---|---|
| Provider | Meta | DeepSeek |
| Released | Oct 12, 2026 | Apr 24, 2026 |
| Availability | Subscription only | Limited access |
| Model type | Proprietary | Open Weights |
| Parameters | Not published | 284B, 13B active |
| Architecture | Not published | Mixture of Experts |
| Context window | 1M tokens | 1,000,000 tokens |
| Knowledge cutoff | Not published | Not published |
| Technical sources | Model, Context | Model |
Pricing
API pricing compared
The table compares official standard API rates per 1M tokens, including published cache pricing. Batch, fast, priority, regional surcharges, tool calls, and cloud platform pricing are excluded.
| Price type | Muse Wonder Full | DeepSeek-V4-Flash |
|---|---|---|
| API input | — | $0.14 |
| API output | — | $0.28 |
| Cache read | Not listed | Not listed |
| Cache write (5 min.) | Not listed | Not listed |
| Cache write (1 hr.) | Not listed | Not listed |
| Price verified | 10/15/2026 | 10/16/2026 Source |
Pricing by provider
Direct developer pricing and provider endpoint tariffs routed through OpenRouter are listed separately. Prices are in USD per 1M tokens. Context-dependent direct tiers plus regional, Flex, Priority, and other OpenRouter tariffs remain individually identifiable.
No provider tariff for Muse Wonder Full is available in the stored OpenRouter snapshot. The official direct price is still shown.
| Model | Provider | Purchase route and tariff | Input per 1M tokens | Output per 1M tokens | Source |
|---|---|---|---|---|---|
| DeepSeek-V4-Flash | Alibaba | Via OpenRouteralibaba | $0.176 | $0.528 | Source10/16/2026 |
| Alibaba | Via OpenRouteralibaba/us-east-1 | $0.187 | $0.561 | Source10/16/2026 | |
| AtlasCloud | Via OpenRouteratlas-cloud/fp4 | $0.44 | $1.32 | Source10/16/2026 | |
| Baidu | Via OpenRouterbaidu/fp8 | $0.44 | $1.32 | Source10/16/2026 | |
| BaseTen | Via OpenRouterbaseten/fp32 | $0.13 | $0.26 | Source10/16/2026 | |
| BaseTen | Via OpenRouterbaseten/fp8 | $0.13 | $0.26 | Source10/16/2026 | |
| Cloudflare | Via OpenRoutercloudflare | $0.44 | $1.32 | Source10/16/2026 | |
| Cohere | Via OpenRoutercohere | $0.14 | $0.28 | Source10/16/2026 | |
| CoreWeave | Via OpenRoutercoreweave/fp8 | $0.13 | $0.28 | Source10/16/2026 | |
| DeepInfra | Via OpenRouterdeepinfra/fp8 | $0.06 | Lowest listed price: $0.18 | Source10/16/2026 | |
| DigitalOcean | Via OpenRouterdigitalocean | $0.119 | $0.238 | Source10/16/2026 | |
| GMICloud | Via OpenRoutergmicloud/fp8 | $0.286 | $0.858 | Source10/16/2026 | |
| Inceptron | Via OpenRouterinceptron/fp4 | $0.0846 | $0.6 | Source10/16/2026 | |
| Mancer 2 | Via OpenRoutermancer/fp8 | $0.2 | $0.6 | Source10/16/2026 | |
| Novita | Via OpenRouternovita/fp8 | $0.4092 | $1.2276 | Source10/16/2026 | |
| OpenInference | Via OpenRouteropen-inference/fp4 | $0.0085 | $0.576 | Source10/16/2026 | |
| Parasail | Via OpenRouterparasail/fp8 | $0.14 | $0.28 | Source10/16/2026 | |
| Reka | Via OpenRouterreka | $0.021 | $0.528 | Source10/16/2026 | |
| Relace | Via OpenRouterrelace/fp4 | Lowest listed price: $0.008 | $0.64 | Source10/16/2026 | |
| Sail Research | Via OpenRoutersail-research/fp4 | $0.1 | $0.3 | Source10/16/2026 | |
| Sail Research | Via OpenRoutersail-research/us | $0.019 | $0.42 | Source10/16/2026 | |
| SiliconFlow | Via OpenRoutersiliconflow/fp8 | $0.22 | $0.66 | Source10/16/2026 | |
| StreamLake | Via OpenRouterstreamlake/fp8 | $0.132 | $0.396 | Source10/16/2026 | |
| Together | Via OpenRoutertogether | $0.14 | $0.28 | Source10/16/2026 | |
| Venice | Via OpenRoutervenice | $0.13 | $0.26 | Source10/16/2026 | |
| Wafer | Via OpenRouterwafer/fast | $0.13 | $0.23 | Source10/16/2026 |
Performance
Shared benchmarks
Only published results with the same benchmark version, task, metric, and comparison cohort are paired. Different reasoning levels, agents, harnesses, or output limits appear directly in the table.
Capability profile from matched benchmarks
Each axis averages directly matched benchmark families. A value of 100 means the stronger value within this pair, not a universal quality score.
Muse Wonder Full
DeepSeek-V4-Flash
Coding: 100 / 21.2 (1 benchmark family)
Reasoning: 100 / 67 (3 benchmark families)
Knowledge: 100 / 0 (1 benchmark family)
Agentic tasks: 100 / 75.2 (3 benchmark families)
Overall: 100 / 61.5 (1 benchmark family)
9 matched rows from 9 benchmark families were considered. The radar shows 5 of 5 comparable categories.
Muse Wonder FullDeepSeek-V4-Flash
AA-BriefcaseOverall. Higher is better. No documented setup difference
Muse Wonder FullWinner1,729.32 elo
DeepSeek-V4-Flash1,258.64 elo
AA-LCROverall. Higher is better. No documented setup difference
Muse Wonder FullWinner83.7%
DeepSeek-V4-Flash79.7%
AA-OmniscienceOverall. Higher is better. No documented setup difference
Muse Wonder FullWinner30.15 points
DeepSeek-V4-Flash-14.283 points
Artificial Analysis Intelligence IndexOverall. Higher is better. No documented setup difference
Muse Wonder FullWinner55.802 points
DeepSeek-V4-Flash34.331 points
AutomationBench-AAOverall. Higher is better. No documented setup difference
Muse Wonder FullWinner71.3%
DeepSeek-V4-Flash54.0%
GDP.pdfOverall. Higher is better. No documented setup difference
Muse Wonder FullWinner32.6%
DeepSeek-V4-Flash11.0%
GDPval-AAOverall. Higher is better. No documented setup difference
Muse Wonder FullWinner1,857.09 elo
DeepSeek-V4-Flash1,433.74 elo
Humanity's Last ExamOverall. Higher is better. No documented setup difference
Muse Wonder FullWinner53.6%
DeepSeek-V4-Flash38.6%
Terminal-BenchOverall. Higher is better. No documented setup difference
Muse Wonder FullWinner57.1%
DeepSeek-V4-Flash12.1%
Key to the marks:better valuebetter, but not conclusivetie
| Benchmark and task | Muse Wonder Full | DeepSeek-V4-Flash | Source |
|---|---|---|---|
AA-BriefcaseOverallTest detailsNo documented difference in the test setupVersion: v1.1Metric: AA-Briefcase EloScoring: Higher is betterMuse Wonder Full: Snapshot: Muse Wonder Full (Max), Reasoning: Max DeepSeek-V4-Flash: Snapshot: DeepSeek V4 Flash 0731 (Max), Reasoning: MaxMuse Wonder Full: Exact AA configuration: Muse Wonder Full (Max) (release muse-wonder-full, row muse-wonder-full, UUID e994a6e0-d36b-4dab-8ae1-c1b469e4d9e2, reasoning=true, source reasoning-token configuration budget=2000, suffix=Max). This configured value is not measured token consumption.DeepSeek-V4-Flash: Exact AA configuration: DeepSeek V4 Flash 0731 (Max) (release deepseek-v4-flash, row deepseek-v4-flash, UUID fe4c0848-e284-4e52-a79d-cdc28392f1a9, reasoning=true, source reasoning-token configuration budget=2000, suffix=Max). This configured value is not measured token consumption. | Winner1,729.32 elo | 1,258.64 elo | Artificial AnalysisSource detailsData as of: 10/15/2026 |
AA-LCROverallTest detailsNo documented difference in the test setupVersion: v1.1Metric: Pass rateScoring: Higher is betterMuse Wonder Full: Snapshot: Muse Wonder Full (Max), Reasoning: Max DeepSeek-V4-Flash: Snapshot: DeepSeek V4 Flash 0731 (Max), Reasoning: MaxMuse Wonder Full: Exact AA configuration: Muse Wonder Full (Max) (release muse-wonder-full, row muse-wonder-full, UUID e994a6e0-d36b-4dab-8ae1-c1b469e4d9e2, reasoning=true, source reasoning-token configuration budget=2000, suffix=Max). This configured value is not measured token consumption.DeepSeek-V4-Flash: Exact AA configuration: DeepSeek V4 Flash 0731 (Max) (release deepseek-v4-flash, row deepseek-v4-flash, UUID fe4c0848-e284-4e52-a79d-cdc28392f1a9, reasoning=true, source reasoning-token configuration budget=2000, suffix=Max). This configured value is not measured token consumption. | Winner83.7% | 79.7% | Artificial AnalysisSource detailsData as of: 10/15/2026 |
AA-OmniscienceOverallTest detailsNo documented difference in the test setupVersion: unspecifiedMetric: AA-Omniscience IndexScoring: Higher is betterMuse Wonder Full: Snapshot: Muse Wonder Full (Max), Reasoning: Max DeepSeek-V4-Flash: Snapshot: DeepSeek V4 Flash 0731 (Max), Reasoning: MaxMuse Wonder Full: Exact AA configuration: Muse Wonder Full (Max) (release muse-wonder-full, row muse-wonder-full, UUID e994a6e0-d36b-4dab-8ae1-c1b469e4d9e2, reasoning=true, source reasoning-token configuration budget=2000, suffix=Max). This configured value is not measured token consumption.DeepSeek-V4-Flash: Exact AA configuration: DeepSeek V4 Flash 0731 (Max) (release deepseek-v4-flash, row deepseek-v4-flash, UUID fe4c0848-e284-4e52-a79d-cdc28392f1a9, reasoning=true, source reasoning-token configuration budget=2000, suffix=Max). This configured value is not measured token consumption. | Winner30.15 points The index can be negative and ranges from -100 to 100 according to Artificial Analysis. | -14.283 points The index can be negative and ranges from -100 to 100 according to Artificial Analysis. | Artificial AnalysisSource detailsData as of: 10/15/2026 |
Artificial Analysis Intelligence IndexOverallTest detailsNo documented difference in the test setupVersion: v4.3.2Metric: Artificial Analysis Intelligence IndexScoring: Higher is betterMuse Wonder Full: Snapshot: Muse Wonder Full (Max), Reasoning: Max DeepSeek-V4-Flash: Snapshot: DeepSeek V4 Flash 0731 (Max), Reasoning: MaxMuse Wonder Full: Exact AA configuration: Muse Wonder Full (Max) (release muse-wonder-full, row muse-wonder-full, UUID e994a6e0-d36b-4dab-8ae1-c1b469e4d9e2, reasoning=true, source reasoning-token configuration budget=2000, suffix=Max). This configured value is not measured token consumption.DeepSeek-V4-Flash: Exact AA configuration: DeepSeek V4 Flash 0731 (Max) (release deepseek-v4-flash, row deepseek-v4-flash, UUID fe4c0848-e284-4e52-a79d-cdc28392f1a9, reasoning=true, source reasoning-token configuration budget=2000, suffix=Max). This configured value is not measured token consumption. | Winner55.802 points | 34.331 points | Artificial AnalysisSource detailsData as of: 10/15/2026 |
AutomationBench-AAOverallTest detailsNo documented difference in the test setupVersion: unspecifiedMetric: Objectives completed without guardrail violationsScoring: Higher is betterMuse Wonder Full: Snapshot: Muse Wonder Full (Max), Reasoning: Max DeepSeek-V4-Flash: Snapshot: DeepSeek V4 Flash 0731 (Max), Reasoning: MaxMuse Wonder Full: Exact AA configuration: Muse Wonder Full (Max) (release muse-wonder-full, row muse-wonder-full, UUID e994a6e0-d36b-4dab-8ae1-c1b469e4d9e2, reasoning=true, source reasoning-token configuration budget=2000, suffix=Max). This configured value is not measured token consumption.DeepSeek-V4-Flash: Exact AA configuration: DeepSeek V4 Flash 0731 (Max) (release deepseek-v4-flash, row deepseek-v4-flash, UUID fe4c0848-e284-4e52-a79d-cdc28392f1a9, reasoning=true, source reasoning-token configuration budget=2000, suffix=Max). This configured value is not measured token consumption. | Winner71.3% | 54.0% | Artificial AnalysisSource detailsData as of: 10/15/2026 |
GDP.pdfOverallTest detailsNo documented difference in the test setupVersion: unspecifiedMetric: All-pass rateScoring: Higher is betterMuse Wonder Full: Snapshot: Muse Wonder Full (Max), Reasoning: Max DeepSeek-V4-Flash: Snapshot: DeepSeek V4 Flash 0731 (Max), Reasoning: MaxMuse Wonder Full: Exact AA configuration: Muse Wonder Full (Max) (release muse-wonder-full, row muse-wonder-full, UUID e994a6e0-d36b-4dab-8ae1-c1b469e4d9e2, reasoning=true, source reasoning-token configuration budget=2000, suffix=Max). This configured value is not measured token consumption.DeepSeek-V4-Flash: Exact AA configuration: DeepSeek V4 Flash 0731 (Max) (release deepseek-v4-flash, row deepseek-v4-flash, UUID fe4c0848-e284-4e52-a79d-cdc28392f1a9, reasoning=true, source reasoning-token configuration budget=2000, suffix=Max). This configured value is not measured token consumption. | Winner32.6% | 11.0% | Artificial AnalysisSource detailsData as of: 10/15/2026 |
GDPval-AAOverallTest detailsNo documented difference in the test setupVersion: v2.1Metric: GDPval-AA EloScoring: Higher is betterMuse Wonder Full: Snapshot: Muse Wonder Full (Max), Reasoning: Max DeepSeek-V4-Flash: Snapshot: DeepSeek V4 Flash 0731 (Max), Reasoning: MaxMuse Wonder Full: Exact AA configuration: Muse Wonder Full (Max) (release muse-wonder-full, row muse-wonder-full, UUID e994a6e0-d36b-4dab-8ae1-c1b469e4d9e2, reasoning=true, source reasoning-token configuration budget=2000, suffix=Max). This configured value is not measured token consumption.DeepSeek-V4-Flash: Exact AA configuration: DeepSeek V4 Flash 0731 (Max) (release deepseek-v4-flash, row deepseek-v4-flash, UUID fe4c0848-e284-4e52-a79d-cdc28392f1a9, reasoning=true, source reasoning-token configuration budget=2000, suffix=Max). This configured value is not measured token consumption. | Winner1,857.09 elo | 1,433.74 elo | Artificial AnalysisSource detailsData as of: 10/15/2026 |
Humanity's Last ExamOverallTest detailsNo documented difference in the test setupVersion: unspecifiedMetric: Text-only pass@1 accuracyScoring: Higher is betterMuse Wonder Full: Snapshot: Muse Wonder Full (Max), Reasoning: Max DeepSeek-V4-Flash: Snapshot: DeepSeek V4 Flash 0731 (Max), Reasoning: MaxMuse Wonder Full: Exact AA configuration: Muse Wonder Full (Max) (release muse-wonder-full, row muse-wonder-full, UUID e994a6e0-d36b-4dab-8ae1-c1b469e4d9e2, reasoning=true, source reasoning-token configuration budget=2000, suffix=Max). This configured value is not measured token consumption.DeepSeek-V4-Flash: Exact AA configuration: DeepSeek V4 Flash 0731 (Max) (release deepseek-v4-flash, row deepseek-v4-flash, UUID fe4c0848-e284-4e52-a79d-cdc28392f1a9, reasoning=true, source reasoning-token configuration budget=2000, suffix=Max). This configured value is not measured token consumption. | Winner53.6% Artificial Analysis describes this comparable run as 2,158 text-only questions, not the full 2,500-question dataset. | 38.6% Artificial Analysis describes this comparable run as 2,158 text-only questions, not the full 2,500-question dataset. | Artificial AnalysisSource detailsData as of: 10/15/2026 |
Terminal-BenchOverallTest detailsNo documented difference in the test setupVersion: 4.0Metric: Task successScoring: Higher is betterMuse Wonder Full: Snapshot: Muse Wonder Full (Max), Reasoning: Max DeepSeek-V4-Flash: Snapshot: DeepSeek V4 Flash 0731 (Max), Reasoning: MaxMuse Wonder Full: Exact AA configuration: Muse Wonder Full (Max) (release muse-wonder-full, row muse-wonder-full, UUID e994a6e0-d36b-4dab-8ae1-c1b469e4d9e2, reasoning=true, source reasoning-token configuration budget=2000, suffix=Max). This configured value is not measured token consumption.DeepSeek-V4-Flash: Exact AA configuration: DeepSeek V4 Flash 0731 (Max) (release deepseek-v4-flash, row deepseek-v4-flash, UUID fe4c0848-e284-4e52-a79d-cdc28392f1a9, reasoning=true, source reasoning-token configuration budget=2000, suffix=Max). This configured value is not measured token consumption. | Winner57.1% | 12.1% | Artificial AnalysisSource detailsData as of: 10/15/2026 |
Key to the marks:better valuebetter, but not conclusivetie | |||
Our model tests
Our tests
There is no shared test round for this selection. Results from different rounds are not mixed.
Earlier tests
Pelican on a bicycle
A community classic for free-form SVG drawing.
DeepSeek-V4-Flash
The response reached the token limit. No complete recording is available.
Reasoning (requested): high
Current attempt
- Run date
- Oct 5, 2026
- API provider
- openrouter
- Requested API model
- deepseek/deepseek-v4-flash-0731
- API model reported in response
- deepseek/deepseek-v4-flash-0731
- Reasoning setting
- high
- Pinned endpoint
- StreamLake | deepseek/deepseek-v4-flash-20260731
- Temperature
- Provider default
- Token limit including reasoning
- 8,192 tokens
- Test protocol
- community-visual-tests-v1
- Technical checks
- Failed
- Response time
- 97.8 s
Not yet visually reviewed. A successful recording does not confirm correct physics or full compliance with the prompt.
Earlier attempts (3)
- Oct 2, 2026API request failedReasoning setting: high
- Oct 1, 2026API request failedReasoning setting: high
- Sep 7, 2026API request failedReasoning setting: high
Prompt and test conditions
Generate an SVG of a pelican riding a bicycle
Token limit including reasoning: 8,192 tokens
Task origin (Simon Willison)How to read this comparison
Winning one benchmark is not an overall verdict
Your workload, budget, and required context length matter most. A coding benchmark says little about visual understanding or agent performance.
The standard price table uses direct developer rates. The provider comparison labels OpenRouter endpoints, regions, and special tariffs separately.
Every result links to its measurement source and retrieval date. Labels distinguish vendor reports, official benchmark leaderboards, and independent evaluations. Disputed or archived results are excluded.
More matchups
Related LLM comparisons
Compare Muse Wonder Full and DeepSeek-V4-Flash with other leading models using the same data and benchmark logic.