Model decision surface
Compare AI models
Start with Muse Spark 1.2 and Muse Spark 1.2 Contributor, or choose any two current ranked language models. Compare capability evidence, price, context, provider availability, and weight access without pretending one field decides every use case.
Current public data
Muse Spark 1.2 vs Muse Spark 1.2 Contributor
Live dataset updated 8/22/2026, 12:43:30 PM UTC
Open 1200×630 evidence receipt| Field | Muse Spark 1.2 Meta | |
|---|---|---|
| ModelCap position | #4 | #39 |
| Index score | 81.0 | 54.7 |
| Evidence | Measured3 public benchmark observations across 3 boards | Estimatedpublisher corpus prior · leave-one-anchor-out calibrated |
| Input / 1M | $1.25 | $0.10 |
| Output / 1M | $4.25 | $0.20 |
| Pricing status | fresh | fresh |
| Context | 1M | 1M |
| Providers | 1 | 1 |
| Weight access | API only | API only |
Decision facts
- Muse Spark 1.2 is #4; Muse Spark 1.2 Contributor is #39 on the same current language board.
- Index scores are 81.0 for Muse Spark 1.2 and 54.7 for Muse Spark 1.2 Contributor.
- Evidence differs: Muse Spark 1.2 is Measured; Muse Spark 1.2 Contributor is Estimated.
- Listed output price per 1M tokens is $4.25 for Muse Spark 1.2 and $0.20 for Muse Spark 1.2 Contributor.
- Published context is 1,048,576 tokens for Muse Spark 1.2 and 1,048,576 for Muse Spark 1.2 Contributor.
These are separate published fields, not a synthetic winner. ModelCap does not collapse price, access, context, and capability evidence into a hidden recommendation score.
Popular comparisons
- Claude Fable 5 vs Claude Opus 5#1 vs #2 on the ModelCap Index
- Claude Fable 5 vs Kimi K3#1 vs #3 on the ModelCap Index
- Claude Opus 5 vs Kimi K3#2 vs #3 on the ModelCap Index
- Claude Fable 5 vs Muse Spark 1.2#1 vs #4 on the ModelCap Index
- Claude Opus 5 vs Muse Spark 1.2#2 vs #4 on the ModelCap Index
- Muse Spark 1.2 vs Kimi K3#4 vs #3 on the ModelCap Index
- Claude Fable 5 vs GPT-5.6 Sol#1 vs #5 on the ModelCap Index
- Claude Opus 5 vs GPT-5.6 Sol#2 vs #5 on the ModelCap Index
- Kimi K3 vs GPT-5.6 Sol#3 vs #5 on the ModelCap Index
- Muse Spark 1.2 vs GPT-5.6 Sol#4 vs #5 on the ModelCap Index
- Claude Fable 5 vs Qwen3.8 Max#1 vs #6 on the ModelCap Index
- Claude Opus 5 vs Qwen3.8 Max#2 vs #6 on the ModelCap Index
- Kimi K3 vs Qwen3.8 Max#3 vs #6 on the ModelCap Index
- Muse Spark 1.2 vs Qwen3.8 Max#4 vs #6 on the ModelCap Index
- GPT-5.6 Sol vs Qwen3.8 Max#5 vs #6 on the ModelCap Index
- Claude Fable 5 vs GLM 5.3#1 vs #7 on the ModelCap Index
- Claude Opus 5 vs GLM 5.3#2 vs #7 on the ModelCap Index
- Kimi K3 vs GLM 5.3#3 vs #7 on the ModelCap Index
- Muse Spark 1.2 vs GLM 5.3#4 vs #7 on the ModelCap Index
- GPT-5.6 Sol vs GLM 5.3#5 vs #7 on the ModelCap Index
- Qwen3.8 Max vs GLM 5.3#6 vs #7 on the ModelCap Index
- Claude Fable 5 vs Gemini 3.1 Pro Preview#1 vs #8 on the ModelCap Index
- Claude Opus 5 vs Gemini 3.1 Pro Preview#2 vs #8 on the ModelCap Index
- Gemini 3.1 Pro Preview vs Kimi K3#8 vs #3 on the ModelCap Index
Each comparison page is a permanent, shareable URL with the same live figures as this tool: ModelCap Index position, API pricing, context window, provider count, weight access and every shared benchmark board.