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Comparison · 3 models · Updated Oct 4, 2026

Command A vs Palmyra X5 vs Step 1 (32K)

Palmyra X5 comes out ahead, 48 to 24 and 18 on our weighted score, and it is the cheaper option too.

  1. Cohere

    Command A

    Released Mar 13, 2025

    24/100
    • ECI—
    • Price$2.50 / $10.00
    • Context256K
  2. Our pick

    Writer

    Palmyra X5

    Released Apr 28, 2025

    48/100
    • ECI—
    • Price$0.60 / $6.00
    • Context1M
  3. StepFun

    Step 1 (32K)

    Released Jan 1, 2025

    18/100
    • ECI—
    • Price$2.05 / $9.59
    • Context33K
01 — Verdict

Palmyra X5 is our pick

Palmyra X5 is the better all-round choice, scoring 48/100 against Command A (24) and Step 1 (32K) (18). It leads on price, inputs & features and context window. 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 pricePalmyra X5Palmyra X5 $1.95 · Step 1 (32K) $3.94 · Command A $4.38 per 1M tokens (3:1 blend)
  • Longest contextPalmyra X5Palmyra X5 1,000,000 · Command A 256,000 · Step 1 (32K) 32,768 tokens
  • Widest inputsPalmyra X5Command A: Text · Palmyra X5: Text, Images · Step 1 (32K): Text
  • Self-hostingCommand APublishes downloadable weights
How the score is built
MeasureWeightCommand APalmyra X5Step 1 (32K)
Price50%193622
Inputs & features30%256025
Context window20%36600
Overall100%24/10048/10018/100

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.

Command A vs Palmyra X5 vs Step 1 (32K) specifications side by side
SpecificationCommand ACoherePalmyra X5WriterStep 1 (32K)StepFun
Capability
Capabilities Index (ECI)———
ECI rank———
Price per million tokens
Input$2.50$0.60 (best)$2.05
Output$10.00$6.00 (best)$9.59
Cached input——$0.41
Blended (3:1)$4.38$1.95 (best)$3.94
Long-context rateSame rateSame rateSame rate
Price sourceOfficial Cohere APIMedian of 1 providersOfficial StepFun (Global) API
Limits
Context window256,000 tokens1,000,000 tokens (best)32,768 tokens
Max output8,000 tokens8,192 tokens32,768 tokens (best)
Inputs and features
TextYesYesYes
ImagesNoYesNo
PDFsNoNoNo
AudioNoNoNo
VideoNoNoNo
ReasoningNoYesNo
Tool callingYesYesYes
Structured outputNoNoNo
Availability
WeightsOpenProprietaryProprietary
API model IDcommand-a-03-2025—step-1-32k
API providers3 (best)11
ReleasedMar 13, 2025Apr 28, 2025Jan 1, 2025
Knowledge cutoffJun 1, 2024—Jun 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.

  • Command A$45.00
  • Palmyra X5$18.00
  • Step 1 (32K)$39.68
04 — Questions

Which should you choose?

Which is better: Command A, Palmyra X5 or Step 1 (32K)?

Palmyra X5 is the better all-round choice, scoring 48/100 against Command A (24) and Step 1 (32K) (18). It leads on price, inputs & features and context window. 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, Command A, Palmyra X5 or Step 1 (32K)?

Palmyra X5 is cheaper at $0.60 input / $6.00 output per million tokens (median across 1 API provider). Step 1 (32K) costs $2.05 input / $9.59 output per million tokens (official StepFun (Global) API price); Command A 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 $1.95 per million tokens for Palmyra X5 versus $3.94 for Step 1 (32K) (2× as much) and $4.38 for Command A (2.2× as much).

Which scores higher on benchmarks?

There is no independent benchmark that covers all three models yet. Command A has not been scored yet, Palmyra X5 has not been scored yet and Step 1 (32K) has not been scored yet.

Which is better for coding?

There are no published SWE-bench Verified results for Command A, Palmyra X5 and Step 1 (32K) yet, so there is no like-for-like coding score. Test both on a sample of your own tasks. All three support tool calling for agent workflows.

Which has the bigger context window?

Palmyra X5 has the largest context window at 1,000,000 tokens, against 256,000 for Command A and 32,768 for Step 1 (32K). Maximum output per response: Command A up to 8,000, Palmyra X5 up to 8,192, Step 1 (32K) up to 32,768 tokens.

Which can read images, PDFs, audio or video?

Command A accepts text; Palmyra X5 accepts text and images; Step 1 (32K) accepts text. Palmyra X5 handles the widest range of inputs.

Are any of these open source?

Command A publishes its weights and can be self-hosted; Palmyra X5 and Step 1 (32K) is proprietary.

Which is newer?

Palmyra X5 is the newest, released Apr 28, 2025. Command A came out Mar 13, 2025; Step 1 (32K) came out Jan 1, 2025. Knowledge cutoff: Command A Jun 1, 2024, Step 1 (32K) Jun 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.