ZMIME
Comparison · 3 models · Updated Oct 4, 2026

Palmyra X4 vs Aya Expanse 32B vs Command R+

Aya Expanse 32B comes out ahead, 33 to 25 and 22 on our weighted score, and it is the cheaper option too.

  1. Writer

    Palmyra X4

    Released Oct 9, 2024

    25/100
    • ECI—
    • Price$2.50 / $10.00
    • Context128K
  2. Our pick

    Cohere

    Aya Expanse 32B

    Released Oct 24, 2024

    33/100
    • ECI—
    • Price$0.50 / $1.50
    • Context128K
  3. Cohere

    Command R+

    Released Aug 30, 2024

    22/100
    • ECI—
    • Price$2.50 / $10.00
    • Context128K
01 — Verdict

Aya Expanse 32B is our pick

Aya Expanse 32B is the better all-round choice, scoring 33/100 against Palmyra X4 (25) and Command R+ (22). It leads on price. Palmyra X4 wins on inputs & features. 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 priceAya Expanse 32BAya Expanse 32B $0.75 · Palmyra X4 $4.38 · Command R+ $4.38 per 1M tokens (3:1 blend)
  • Longest contextAbout the samePalmyra X4 128,000 · Aya Expanse 32B 128,000 · Command R+ 128,000 tokens
  • Widest inputsSame inputsPalmyra X4: Text · Aya Expanse 32B: Text · Command R+: Text
  • Self-hostingAya Expanse 32B and Command R+Publishes downloadable weights (CC-BY-NC-4.0)
How the score is built
MeasureWeightPalmyra X4Aya Expanse 32BCommand R+
Price50%195619
Inputs & features30%35025
Context window20%242424
Overall100%25/10033/10022/100

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.

Palmyra X4 vs Aya Expanse 32B vs Command R+ specifications side by side
SpecificationPalmyra X4WriterAya Expanse 32BCohereCommand R+Cohere
Capability
Capabilities Index (ECI)———
ECI rank———
Price per million tokens
Input$2.50$0.50 (best)$2.50
Output$10.00$1.50 (best)$10.00
Cached input———
Blended (3:1)$4.38$0.75 (best)$4.38
Long-context rateSame rateSame rateSame rate
Price sourceMedian of 1 providersMedian of 1 providersOfficial Cohere API
Limits
Context window128,000 tokens128,000 tokens128,000 tokens
Max output4,096 tokens (best)4,000 tokens4,000 tokens
Inputs and features
TextYesYesYes
ImagesNoNoNo
PDFsNoNoNo
AudioNoNoNo
VideoNoNoNo
ReasoningYesNoNo
Tool callingYesNoYes
Structured outputNoNoNo
Availability
WeightsProprietaryOpenCC-BY-NC-4.0Open
API model ID—c4ai-aya-expanse-32bcommand-r-plus-08-2024
API providers127 (best)
ReleasedOct 9, 2024Oct 24, 2024Aug 30, 2024
Knowledge cutoff——Jun 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.

  • Palmyra X4$45.00
  • Aya Expanse 32B$8.00
  • Command R+$45.00
04 — Questions

Which should you choose?

Which is better: Palmyra X4, Aya Expanse 32B or Command R+?

Aya Expanse 32B is the better all-round choice, scoring 33/100 against Palmyra X4 (25) and Command R+ (22). It leads on price. Palmyra X4 wins on inputs & features. 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, Palmyra X4, Aya Expanse 32B or Command R+?

Aya Expanse 32B is cheaper at $0.50 input / $1.50 output per million tokens (median across 1 API provider). Palmyra X4 costs $2.50 input / $10.00 output per million tokens (median across 1 API provider); Command R+ costs $2.50 input / $10.00 output per million tokens (official Cohere API price). At a typical mix of three input tokens to one output token, that is $0.75 per million tokens for Aya Expanse 32B versus $4.38 for Palmyra X4 (5.8× as much) and $4.38 for Command R+ (5.8× as much).

Which scores higher on benchmarks?

There is no independent benchmark that covers all three models yet. Palmyra X4 has not been scored yet, Aya Expanse 32B 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 Palmyra X4, Aya Expanse 32B and Command R+ yet, so there is no like-for-like coding score. Test both on a sample of your own tasks. Note that Aya Expanse 32B does not support tool calling, which most coding agents need.

Which has the bigger context window?

Palmyra X4, Aya Expanse 32B and Command R+ share the same 128,000-token context window. Maximum output per response: Palmyra X4 up to 4,096, Aya Expanse 32B up to 4,000, Command R+ up to 4,000 tokens.

Which can read images, PDFs, audio or video?

Palmyra X4 accepts text; Aya Expanse 32B accepts text; Command R+ accepts text. They handle the same number of input types.

Are any of these open source?

Aya Expanse 32B and Command R+ publishes its weights (CC-BY-NC-4.0) and can be self-hosted; Palmyra X4 is proprietary.

Which is newer?

Aya Expanse 32B is the newest, released Oct 24, 2024. Palmyra X4 came out Oct 9, 2024; Command R+ came out Aug 30, 2024. Knowledge cutoff: 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.