API cost decision in 10 seconds

🔥Claude Sonnet 5 vs Muse Glimmer 30B

Pick Muse Glimmer 30B for lower cost; pick Claude Sonnet 5 only if the larger context window matters more.

Page updated:  Data confirmed:  Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick Muse Glimmer 30B for lower cost; pick Claude Sonnet 5 only if the larger context window matters more.

On the standard 1M input plus 500K output workload, Muse Glimmer 30B is estimated at $1.1 vs $7 for Claude Sonnet 5, saving $5.9 (84.3% lower).

Cost-first pickMuse Glimmer 30B
Context-first pickClaude Sonnet 5
Sample savings$5.984.3%
10x traffic gap$59

Claude Sonnet 5 has more context, but Muse Glimmer 30B saves $5.9 on the standard workload. At 10x that traffic, the same price gap is about $59. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Muse Glimmer 30B stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickClaude Sonnet 5Muse Glimmer 30B
Input-heavy / RAG5M input + 500K outputMuse Glimmer 30B$15$2.5
Balanced workload1M input + 1M outputMuse Glimmer 30B$12$1.85
Output-heavy chatbot1M input + 5M outputMuse Glimmer 30B$52$7.85
Cheaper input Muse Glimmer 30B $2 vs $0.35 / 1M

Muse Glimmer 30B is $1.65 cheaper per 1M input tokens (82.5% lower; 5.71x difference).

Cheaper output Muse Glimmer 30B $10 vs $1.5 / 1M

Muse Glimmer 30B is $8.5 cheaper per 1M output tokens (85% lower; 6.67x difference).

Larger context Claude Sonnet 5 1M vs 131.07K

Claude Sonnet 5 has 868.93K more context (7.63x larger).

Sample workload Muse Glimmer 30B $7 vs $1.1

Muse Glimmer 30B is $5.9 cheaper on the standard workload (84.3% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
Claude Sonnet 5 Calculating… Estimated API cost
Muse Glimmer 30B Calculating… Estimated API cost
Cheaper for this workload Calculating… Difference: calculating…

This estimate uses normalized public API pricing per 1M tokens. It is a planning aid, not a billing quote. Verify provider pricing, limits, and terms before production use.

Quick Decision

Verdict

Muse Glimmer 30B has the lower input price; Muse Glimmer 30B has the lower output price; Claude Sonnet 5 offers the larger context window. For the 1M input plus 500K output sample, Muse Glimmer 30B is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $7 for Claude Sonnet 5 and $1.1 for Muse Glimmer 30B.

Best Fit

Choose Claude Sonnet 5 when you care most about larger context window.

Choose Muse Glimmer 30B when you care most about lower input-token price, and lower output-token price.

Decision Notes
  • On the standard 1M input plus 500K output workload, Muse Glimmer 30B is estimated at $1.1 vs $7 for Claude Sonnet 5, saving $5.9 (84.3% lower).
  • Muse Glimmer 30B is $5.9 cheaper on the standard workload (84.3% lower).
  • Muse Glimmer 30B is $1.65 cheaper per 1M input tokens (82.5% lower; 5.71x difference).
  • Muse Glimmer 30B is $8.5 cheaper per 1M output tokens (85% lower; 6.67x difference).
  • Claude Sonnet 5 has 868.93K more context (7.63x larger).
Head-to-Head Specs
Feature🔥Claude Sonnet 5
(Anthropic)
Muse Glimmer 30B
(Meta)
Input Price
prompt tokens per 1M
$2$0.35
Completion Price
per 1M tokens
$10$1.5
Sample Workload Cost
1M input + 500K output
$7$1.1
Context Window1M131.07K
Release Date
Popularity#16

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionMuse Glimmer 30BOn the standard 1M input plus 500K output workload, Muse Glimmer 30B is estimated at $1.1 vs $7 for Claude Sonnet 5, saving $5.9 (84.3% lower).
High-volume input processingMuse Glimmer 30BLower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsMuse Glimmer 30BLower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workClaude Sonnet 5A larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps
  • Claude 3 Haiku can replace Claude Sonnet 5 when lower sample workload cost matters most: $0.88.
  • Claude Haiku 4.5 (batch) can replace Claude Sonnet 5 when lower sample workload cost matters most: $1.75.
  • Claude 3.5 Haiku can replace Claude Sonnet 5 when lower sample workload cost matters most: $2.8.
  • Claude Sonnet 5 (batch) can replace Claude Sonnet 5 when lower sample workload cost matters most: $3.5.

Cheaper alternatives

Review low-cost models sorted by a standard 1M input plus 500K output workload.

Open cheapest models

Larger context alternatives

Find models with larger context windows for RAG, long documents, and codebase review.

Open largest context models

Provider catalogs

Compare models within provider hubs before choosing a final API vendor.

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Anthropic catalog

Review all tracked Anthropic models before deciding whether this matchup is the right shortlist.

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Meta catalog

Check other Meta models with comparable pricing, context, or release timing.

Open Meta models
Claude Sonnet 5

Sonnet 5 is Anthropic's most capable Sonnet-class model, with frontier performance across coding, agents, and professional work. It supports adaptive thinking with selectable reasoning effort levels (low, medium, high, max,...

Muse Glimmer 30B

Muse Glimmer 30B is a dense, open-weight multimodal model from Meta Superintelligence Labs, distilled from Muse Spark and optimized for autonomous agents on consumer hardware. It is suited for long-horizon...