Muse Glimmer (high) API Provider Benchmarking & Analysis
This analysis is intended to support you in choosing the best API provider of Muse Glimmer (high) for your use-case.
Fastest
DeepInfra
Together AI
FireworksOutput speed
Total 3 providers
Lowest Latency
DeepInfraTogether AIFireworksTime to first answer token
Total 3 providers
Lowest Price
DeepInfraTogether AIFireworksBlended price (per 1M tokens)
Total 3 providers
Muse Glimmer (high) is available through 3 API providers, each offering different performance characteristics and pricing. Below is a comparison of the key metrics across providers.
- For output speed, the top providers are DeepInfra (136.7 t/s), Together AI (103.7 t/s), and Fireworks (62.9 t/s).
- For latency, DeepInfra (15.43s), Together AI (20.10s), and Fireworks (32.92s) offer the lowest time to first answer token.
- For pricing, DeepInfra (0.21), Together AI (0.25), and Fireworks (0.25) offer the lowest blended prices per 1M tokens.
- DeepInfra stands out as the overall leader, ranking first across all three categories: speed, latency, and pricing.
Highlights
Update: Default performance benchmarking workload has updated to 10k input tokens to better reflect production use cases. You can still select different workloads above.
Pricing
Pricing: Cache Hit, Input, and Output
Pricing: Blended Price
Pricing: Cache Discount
Output Speed vs. Price
Speed
Measured by Output Speed (tokens per second)
Output Speed: Muse Glimmer (high)
Latency vs. Output Speed
Latency
Measured by Time (seconds) to First Token
Time to First Answer Token
End-to-End Response Time
Seconds to output 500 tokens, calculated based on time to first token, 'thinking' time for reasoning models, and output speed
End-to-End Response Time
Key Comparison Metrics & API Features
Frequently Asked Questions
Common questions about Muse Glimmer (high) providers
Muse Glimmer (high) is available through 3 API providers: Together AI, DeepInfra, and Fireworks. Each provider offers different performance characteristics and pricing.
Muse Glimmer (high) is currently available through 3 API providers that we benchmark and track.
The fastest providers for Muse Glimmer (high) by output speed are DeepInfra (136.7 t/s), Together AI (103.7 t/s), and Fireworks (62.9 t/s). Output speed measures how quickly tokens are generated after the model starts responding.
The providers with the lowest time to first answer token for Muse Glimmer (high) are DeepInfra (15.43s), Together AI (20.10s), and Fireworks (32.92s). Lower latency means faster initial response time.
The most affordable providers for Muse Glimmer (high) by blended price are DeepInfra ($0.21 per 1M tokens), Together AI ($0.25 per 1M tokens), and Fireworks ($0.25 per 1M tokens). Blended price uses a 7:2:1 cache hit/input/output token ratio.
The providers with the lowest input token pricing for Muse Glimmer (high) are DeepInfra ($0.30 per 1M input tokens), Together AI ($0.35 per 1M input tokens), and Fireworks ($0.35 per 1M input tokens).
The providers with the lowest output token pricing for Muse Glimmer (high) are DeepInfra ($1.20 per 1M output tokens), Together AI ($1.50 per 1M output tokens), and Fireworks ($1.50 per 1M output tokens).
Prices for Muse Glimmer (high) vary up to 1.2x across providers. The most affordable is DeepInfra at $0.21 per 1M tokens, while Together AI charges $0.25 per 1M tokens.
All 3 providers of Muse Glimmer (high) support JSON mode for structured output.
All 3 providers of Muse Glimmer (high) support function calling (tool use).
DeepInfra leads across all key metrics for Muse Glimmer (high), offering the fastest speed, lowest latency, and most competitive pricing.
When choosing a provider for Muse Glimmer (high), consider: output speed (for throughput-intensive tasks), latency (for interactive applications requiring quick first responses), pricing (for cost-sensitive workloads), and API features like JSON mode or function calling.
Yes, provider performance can vary over time due to infrastructure changes, load balancing, and updates. We continuously benchmark all providers and display historical performance trends in the "Over Time" charts.
For information about Muse Glimmer (high)'s intelligence, capabilities, modalities, and how it compares to other models, see the model overview page. View model overview