Muse Glimmer API Pricing
Muse Glimmer has tracked API rates of $0.325 per 1M input tokens and $1.35 per 1M output tokens. Cached input is billed at $0.04 per 1M tokens. Rates are in USD from the AI IQ dataset; see the Muse Glimmer model profile for capability scores.
Price List
| Rate | Price (USD) | Notes |
|---|---|---|
| Input | $0.325 | per 1M tokens |
| Output | $1.35 | per 1M tokens |
| Cached input (read) | $0.04 | per 1M tokens |
| Blended input + output | $1.68 | 1M in + 1M out at list price |
| Context window | 128K tokens |
Pricing References and Billing Caveats
These are the tracked rates, not a live quote. Hosted-provider choice, region, long-context tiers, caching, batch discounts, and temporary promotions can change the actual bill. Open-weight availability does not mean hosted inference is free. Workload examples assume the listed standard input and output rates, with no cache hits or discounts.
Publisher-reported pricing notes
- Muse Glimmer is a 30B dense agentic model with an integrated 1.8B-parameter vision encoder.
Official release and model references
These references document the model and its release; not every reference is a pricing table. Confirm the applicable endpoint and billing tier with your inference provider before purchase.
What a Workload Costs
Computed straight from the list prices above — token counts are illustrative workload sizes, not measurements of Muse Glimmer.
| Workload | Cost | Tokens |
|---|---|---|
| Short chat turn | $0.00100 | 1K in / 500 out |
| Summarize a long document | $0.035 | 100K in / 2K out |
| Agentic coding session | $0.297 | 500K in / 100K out |
| 1M input + 1M output tokens | $1.68 | 1M in / 1M out |
Effective Cost
In AI IQ's scoring, Muse Glimmer's list price is adjusted by a token-usage multiplier of 0.325 (measured from real benchmark runs), giving an effective cost of $0.5449 per 1M input + output tokens. That places it #26 of 149 models on the effective-cost ranking (lower is cheaper). Some models spend far more tokens than others on the same task, so effective cost compares what a unit of work really costs. Method details are on the methodology page; see all models on the cost charts and the falling cost of intelligence over time.
Cheaper Alternatives at Similar Capability
Models with a lower effective cost that score within a few IQ points of Muse Glimmer (IQ 106), or better.
| Model | Provider | IQ | Effective Cost / 1M |
|---|---|---|---|
| mimo-v2.5 | Xiaomi | 108 | $0.4059 |
| Agnes 2.5 Pro Beta | World (Other) | 108 | $0.5374 |
| Ling 3.0 Flash | China (Other) | 105 | $0.3238 |
| mimo-v2-flash | Xiaomi | 104 | $0.3866 |
| gemini-3.1-flash-lite | 104 | $0.4225 |