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Comparison · 2 models · Updated Oct 4, 2026

Muse Glimmer 30B vs Command R

Muse Glimmer 30B comes out ahead, 57 to 51 on our weighted score, though Command R is 2× cheaper per token.

  1. Our pick

    Meta

    Muse Glimmer 30B

    Released Aug 10, 2026

    57/100
    • ECI—
    • Price$0.30 / $1.20
    • Context131K
  2. Cohere

    Command R

    Released Aug 30, 2024

    51/100
    • ECI—
    • Price$0.15 / $0.60
    • Context128K
  3. Add a model

    Make it a three-way comparison.

01 — Verdict

Muse Glimmer 30B is our pick

Muse Glimmer 30B is the better all-round choice, scoring 57/100 against Command R (51). It leads on inputs & features. Command R wins on price. The score weighs price 50%, inputs & features 30%, context window 20%. None of the shared benchmarks cover every model here yet, so capability is left out of this verdict.

  • CapabilityNot enough dataNo independent benchmark covers every model here yet
  • Lowest priceCommand RCommand R $0.263 · Muse Glimmer 30B $0.525 per 1M tokens (3:1 blend)
  • Longest contextMuse Glimmer 30BMuse Glimmer 30B 131,072 · Command R 128,000 tokens
  • Widest inputsMuse Glimmer 30BMuse Glimmer 30B: Text, Images · Command R: Text
  • Self-hostingAll open weightsEvery model here can be downloaded and run on your own hardware
How the score is built
MeasureWeightMuse Glimmer 30BCommand R
Price50%6377
Inputs & features30%7025
Context window20%2424
Overall100%57/10051/100

Left out because at least one model lacks the data: capability. The remaining weights were rescaled.

02 — Side by side

Every spec in one table

Highlighted cells lead their row. Dashes mean the data is not published.

Muse Glimmer 30B vs Command R specifications side by side
SpecificationMuse Glimmer 30BMetaCommand RCohere
Capability
Capabilities Index (ECI)——
ECI rank——
Price per million tokens
Input$0.30$0.15 (best)
Output$1.20$0.60 (best)
Cached input——
Blended (3:1)$0.525$0.263 (best)
Long-context rateSame rateSame rate
Price sourceMedian of 10 providersOfficial Cohere API
Limits
Context window131,072 tokens (best)128,000 tokens
Max output131,072 tokens (best)4,000 tokens
Inputs and features
TextYesYes
ImagesYesNo
PDFsNoNo
AudioNoNo
VideoNoNo
ReasoningYesNo
Tool callingYesYes
Structured outputYesNo
Availability
WeightsOpenApache 2.0Open
API model ID—command-r-08-2024
API providers12 (best)5
ReleasedAug 10, 2026Aug 30, 2024
Knowledge cutoffJan 4, 2026Jun 1, 2024
03 — Cost

What would a month cost?

Enter your expected volume in millions of tokens. List prices only; caching and batch discounts would lower these.

  • Muse Glimmer 30B$5.40
  • Command R$2.70
04 — Questions

Which should you choose?

Which is better: Muse Glimmer 30B or Command R?

Muse Glimmer 30B is the better all-round choice, scoring 57/100 against Command R (51). It leads on inputs & features. Command R wins on price. The score weighs price 50%, inputs & features 30%, context window 20%. None of the shared benchmarks cover every model here yet, so capability is left out of this verdict.

Which is cheaper, Muse Glimmer 30B or Command R?

Command R is cheaper at $0.15 input / $0.60 output per million tokens (official Cohere API price). Muse Glimmer 30B costs $0.30 input / $1.20 output per million tokens (median across 10 API providers). At a typical mix of three input tokens to one output token, that is $0.263 per million tokens for Command R versus $0.525 for Muse Glimmer 30B (2× as much).

Which scores higher on benchmarks?

There is no independent benchmark that covers both models yet. Muse Glimmer 30B has not been scored yet and Command R has not been scored yet.

Which is better for coding?

There are no published SWE-bench Verified results for Muse Glimmer 30B and Command R yet, so there is no like-for-like coding score. Test both on a sample of your own tasks. Both support tool calling for agent workflows.

Which has the bigger context window?

Muse Glimmer 30B has the largest context window at 131,072 tokens, against 128,000 for Command R. Maximum output per response: Muse Glimmer 30B up to 131,072, Command R up to 4,000 tokens.

Which can read images, PDFs, audio or video?

Muse Glimmer 30B accepts text and images; Command R accepts text. Muse Glimmer 30B handles the widest range of inputs.

Are any of these open source?

Yes, both publish their weights (Apache 2.0), so you can self-host them.

Which is newer?

Muse Glimmer 30B is the newest, released Aug 10, 2026. Command R came out Aug 30, 2024. Knowledge cutoff: Muse Glimmer 30B Jan 4, 2026, Command R Jun 1, 2024.

How do you decide the winner?

Each model gets a 0–100 score on capability (50%, independent benchmark results); price (25%, blended price per million tokens (3 input : 1 output), log scale); inputs & features (15%, image, PDF, audio and video input, tool calling, structured output and reasoning); context window (10%, maximum tokens per request, log scale). Dimensions missing for any model are dropped and the remaining weights rescaled, so every model is judged on the same evidence. Specs and prices come from public model listings and the labs’ own API pages; capability scores come from independent benchmark runs. Data updated Oct 4, 2026.