Muse Spark 1.3 Max
Meta’s Max variant of Muse Spark 1.3, kept separate from the non-Max release.
MetaReleased 5 September 2026Context 1M tokensOutput 131k tokensPrivate weights$1.25 in / $4.25 out per Mtok
Where it stands
Rank compares tracked models with a score. Published shows the source’s rank and field size, when available.
| Benchmark | Score | Rank | Published | Leader | Behind |
|---|---|---|---|---|---|
| Vals IndexVals AI | 58.16% | 9of 33 | 9of 41 | Gemini 4 Argon | 10.74 pts |
| Artificial Analysis Intelligence IndexArtificial Analysis | 48 | 9of 42 | no list read | Claude Opus 5.5 | 10 pts |
| Terminal-Bench 4.0Artificial Analysis | 33.33% | 15of 40 | no list read | Claude Sonnet 5.5 | 30.31 pts |
| Vibe Code Bench v1.1Vals AI | 85.86% | 11of 38 | 11of 106 | Claude Sonnet 5.5 | 6.53 pts |
| Terminal-Bench Science 0.1Artificial Analysis | 10.95% | 12of 24 | no list read | GPT-6 Astra | 52.38 pts |
| τ³-BankingArtificial Analysis | 50.52% | 2of 30 | no list read | Qwen3.8 Max | 0.82 pts |
| ITBench-AAArtificial Analysis | 33.24% | 17of 18 | no list read | GPT-5.6 Sol | 22.97 pts |
| MLCR-AAArtificial Analysis | 43.33% | 10of 37 | no list read | Claude Sonnet 5.5 | 31.67 pts |
| Vals RSI IndexVals AI | 19.64% | 16of 20 | 16of 23 | Claude Opus 5.5 | 17.67 pts |
| Vibe Code Bench 1–100Vals AI | 20.46% | 6of 20 | 6of 20 | Claude Opus 5.5 | 9.90 pts |
| CUA-benchVals AI | 5.83% | 6of 8 | 6of 8 | GPT-6 Astra | 13.34 pts |
| Harvey LAB-AAArtificial Analysis | 95.48% | 1of 20 | no list read | Muse Spark 1.3 Max | — |
| AutomationBench-AAArtificial Analysis | 57.85% | 21of 40 | no list read | Gemini 4 Argon | 19.66 pts |
| SciCodeArtificial Analysis | 58.80% | 10of 40 | no list read | Claude Opus 5.5 | 8.10 pts |
| GDP.pdfArtificial Analysis | 26.60% | 4of 40 | no list read | GPT-6.1 Sol | 4.40 pts |
| CritPtArtificial Analysis | 24.86% | 14of 42 | no list read | GPT-5.6 Sol | 7.43 pts |
| AA-OmniscienceArtificial Analysis | 25 | 19of 42 | no list read | Claude Opus 5.5 | 21.42 |
| AA-LCR v1.1Artificial Analysis | 83.00% | 12of 42 | no list read | Kimi K3 | 5.67 pts |
| Terminal-Bench 2.1Vals AI | 79.03% | 11of 35 | 11of 75 | Claude Opus 5.5 | 8.61 pts |
| ProofBench v1.1Vals AI | 58.00% | 19of 34 | 21of 46 | Claude Sonnet 5.5 | 42.00 pts |
| Harvey's Legal Agent BenchmarkVals AI | 23.75% | 2of 37 | 2of 73 | Muse Spark 1.2 | 1.67 pts |
| MysteryMechanismVals AI | 36.04% | 9of 21 | 9of 21 | GPT-6 Astra | 17.11 pts |
| Code MigrationVals AI | 47.41% | 13of 37 | 13of 71 | Claude Sonnet 5.5 | 22.42 pts |
| CyberBench v1.1Vals AI | 72.74% | 11of 31 | 13of 43 | GPT-6 Sol | 5.24 pts |
| EMBVals AI | 67.43% | 15of 37 | 15of 69 | Claude Fable 5.1 | 9.24 pts |
| Finance Agent (v2)Vals AI | 59.96% | 4of 37 | 4of 73 | Gemini 4 Argon | 5.44 pts |
| IOIVals AI | 56.56% | 18of 31 | 18of 38 | Gemini 4 Argon | 43.44 pts |
| Legal Research BenchVals AI | 55.29% | 1of 37 | 1of 72 | Muse Spark 1.3 Max | — |
| Tax Agent BenchVals AI | 72.44% | 6of 37 | 6of 64 | Claude Fable 5.1 | 5.20 pts |
| GDPval-AA v2.1Artificial Analysis | 1,672.33 | 7of 42 | no list read | Claude Opus 5.5 | 173.84 |
| AA-Briefcase v1.1Artificial Analysis | 1,586.11 | 8of 41 | no list read | Claude Opus 5.5 | 235.74 |
| Humanity's Last ExamArtificial Analysis | 48.70% | 11of 42 | no list read | Claude Opus 5.5 | 12.65 pts |
Nearby on Vals Index
The two models above and below on the Vals Index (Vals AI), on every column where this model has a published number.
| Model | Vals Index | Artificial Analysis Intelligence Index | Terminal-Bench 4.0 | Vibe Code Bench v1.1 | Terminal-Bench Science 0.1 |
|---|---|---|---|---|---|
| Claude Fable 5Anthropic | 61.39% | 50 | 42.42% | 90.35% | – |
| GPT-6.1 SolOpenAI | 61.15% | 52 | 56.06% | 88.93% | 58.10% |
| Muse Spark 1.3 MaxMeta | 58.16% | 48 | 33.33% | 85.86% | 10.95% |
| GPT-5.6 SolOpenAI | 58.01% | 47 | 39.90% | 80.50% | 22.38% |
| GPT-6 SolOpenAI | 57.54% | 48 | 43.94% | 87.82% | 30.00% |
Cost and speed, as published
Additional measurements from Artificial Analysis’ own row. Read 30 September 2026.
| As published | Cost per task | Output speed |
|---|---|---|
| Muse Spark 1.3 (max) | $1.60 | 177.3 tok/s |
Results by benchmark
Independent and vendor results retain their own harnesses and effort settings.
| Benchmark | Independent run | As reported by a publisher |
|---|---|---|
| τ³-BankingTool use | 50.52%Artificial Analysis | not published |
| ITBench-AAIT operations | 33.24%Artificial Analysis | not published |
| MLCR-AAMedical reasoning | 43.33%Artificial Analysis | not published |
| Vals RSI IndexAutonomous research | 19.64%Vals AI | not published |
| Vibe Code Bench 1–100Application development | 20.46%Vals AI | not published |
| CUA-benchComputer use | 5.83%Vals AI | not published |
| Harvey LAB-AALegal reasoning | 95.48%Artificial Analysis | not published |
| AutomationBench-AAWorkflow automation | 57.85%Artificial Analysis | not published |
| SciCodeScientific coding | 58.80%Artificial Analysis | not published |
| GDP.pdfDocument reasoning | 26.60%Artificial Analysis | not published |
| CritPtScientific reasoning | 24.86%Artificial Analysis | not published |
| AA-OmniscienceFactual knowledge | 25Artificial Analysis | not published |
| AA-LCR v1.1Long-context reasoning | 83.00%Artificial Analysis | not published |
| Terminal-Bench 4.0Agentic coding | 33.33%Artificial Analysis 24.75%Vals AI | not published |
| Terminal-Bench 2.1Agentic coding | 79.03%Vals AI 84.27%Artificial Analysis | not published |
| GPQA DiamondScience reasoning | 93.54%Artificial Analysis | not published |
| MMMU ProMultimodal reasoning | 82.02%Artificial Analysis | not published |
| Vibe Code Bench v1.1Product coding | 85.86%Vals AI | not published |
| Terminal-Bench Science 0.1Agentic science | 10.95%Artificial Analysis 10.00%Vals AI | not published |
| ProofBench v1.1Mathematics | 58.00%Vals AI | not published |
| Harvey's Legal Agent BenchmarkProfessional knowledge | 23.75%Vals AI | not published |
| MysteryMechanismScientific reasoning | 36.04%Vals AI | not published |
| Vals IndexComposite | 58.16%Vals AI | not published |
| Code MigrationAgentic coding | 47.41%Vals AI | not published |
| CyberBench v1.1Security | 72.74%Vals AI | not published |
| EMBFinancial modelling | 67.43%Vals AI | not published |
| Finance Agent (v2)Financial analysis | 59.96%Vals AI | not published |
| IOICompetitive programming | 56.56%Vals AI | not published |
| Legal Research BenchProfessional knowledge | 55.29%Vals AI | not published |
| Tax Agent BenchProfessional knowledge | 72.44%Vals AI | not published |
| GDPval-AA v2.1Knowledge work | 1,672.33Artificial Analysis | not published |
| AA-Briefcase v1.1Knowledge work | 1,586.11Artificial Analysis | not published |
| Humanity's Last ExamMultidisciplinary reasoning | 48.70%Artificial Analysis | not published |
| Artificial Analysis Intelligence IndexComposite | 48Artificial Analysis | not published |
Sources
Read on 17 October 2026.
- Vals AI model pagewww.vals.ai/models/meta_muse_spark_1_3_max