ZMIME
Comparison · 2 models · Updated Nov 2, 2026

Hermes 2 Pro Llama 3 8B vs Aya Expanse 32B

Hermes 2 Pro Llama 3 8B comes out ahead, 51 to 32 on our weighted score, and it is the cheaper option too.

  1. Our pick

    Nous Research

    Hermes 2 Pro Llama 3 8B

    Released Apr 30, 2024

    51/100
    • ECI—
    • Price$0.14 / $0.14
    • Context8K
  2. Cohere

    Aya Expanse 32B

    Released Oct 24, 2024

    32/100
    • ECI—
    • Price$0.50 / $1.50
    • Context128K
  3. Add a model

    Make it a three-way comparison.

01 — Verdict

Hermes 2 Pro Llama 3 8B is our pick

Hermes 2 Pro Llama 3 8B is the better all-round choice, scoring 51/100 against Aya Expanse 32B (32). It leads on price and inputs & features. Aya Expanse 32B wins on 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 priceHermes 2 Pro Llama 3 8BHermes 2 Pro Llama 3 8B $0.14 · Aya Expanse 32B $0.75 per 1M tokens (3:1 blend)
  • Longest contextAya Expanse 32BAya Expanse 32B 128,000 · Hermes 2 Pro Llama 3 8B 8,192 tokens
  • Widest inputsSame inputsHermes 2 Pro Llama 3 8B: Text · Aya Expanse 32B: Text
  • Self-hostingAll open weightsEvery model here can be downloaded and run on your own hardware
How the score is built
MeasureWeightHermes 2 Pro Llama 3 8BAya Expanse 32B
Price50%8753
Inputs & features30%250
Context window20%024
Overall100%51/10032/100

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.

Hermes 2 Pro Llama 3 8B vs Aya Expanse 32B specifications side by side
SpecificationHermes 2 Pro Llama 3 8BNous ResearchAya Expanse 32BCohere
Capability
Capabilities Index (ECI)——
ECI rank——
Price per million tokens
Input$0.14 (best)$0.50
Output$0.14 (best)$1.50
Cached input——
Blended (3:1)$0.14 (best)$0.75
Long-context rateSame rateSame rate
Price sourceMedian of 2 providersOfficial Cohere API
Limits
Context window8,192 tokens128,000 tokens (best)
Max output8,192 tokens (best)4,000 tokens
Inputs and features
TextYesYes
ImagesNoNo
PDFsNoNo
AudioNoNo
VideoNoNo
ReasoningNoNo
Tool callingYesNo
Structured outputNoNo
Availability
WeightsOpenLlama 3 Community LicenseOpenCC-BY-NC-4.0
API model ID—c4ai-aya-expanse-32b
API providers22
ReleasedApr 30, 2024Oct 24, 2024
Knowledge cutoff——
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.

  • Hermes 2 Pro Llama 3 8B$1.68
  • Aya Expanse 32B$8.00
04 — Questions

Which should you choose?

Which is better: Hermes 2 Pro Llama 3 8B or Aya Expanse 32B?

Hermes 2 Pro Llama 3 8B is the better all-round choice, scoring 51/100 against Aya Expanse 32B (32). It leads on price and inputs & features. Aya Expanse 32B wins on 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, Hermes 2 Pro Llama 3 8B or Aya Expanse 32B?

Hermes 2 Pro Llama 3 8B is cheaper at $0.14 input / $0.14 output per million tokens (median across 2 API providers). Aya Expanse 32B costs $0.50 input / $1.50 output per million tokens (official Cohere API price). At a typical mix of three input tokens to one output token, that is $0.14 per million tokens for Hermes 2 Pro Llama 3 8B versus $0.75 for Aya Expanse 32B (5.4× as much).

Which scores higher on benchmarks?

There is no independent benchmark that covers both models yet. Hermes 2 Pro Llama 3 8B has not been scored yet and Aya Expanse 32B has not been scored yet.

Which is better for coding?

There are no published SWE-bench Verified results for Hermes 2 Pro Llama 3 8B and Aya Expanse 32B 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?

Aya Expanse 32B has the largest context window at 128,000 tokens, against 8,192 for Hermes 2 Pro Llama 3 8B. Maximum output per response: Hermes 2 Pro Llama 3 8B up to 8,192, Aya Expanse 32B up to 4,000 tokens.

Which can read images, PDFs, audio or video?

Hermes 2 Pro Llama 3 8B accepts text; Aya Expanse 32B accepts text. They handle the same number of input types.

Are any of these open source?

Yes, both publish their weights (Llama 3 Community License and CC-BY-NC-4.0), so you can self-host them.

Which is newer?

Aya Expanse 32B is the newest, released Oct 24, 2024. Hermes 2 Pro Llama 3 8B came out Apr 30, 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 Nov 2, 2026.