ZMIME
Comparison · 3 models · Updated Nov 2, 2026

Aya Expanse 32B vs Hermes 2 Pro Llama 3 8B vs solar-mini

Too close to call on our weighted score (Hermes 2 Pro Llama 3 8B 51, solar-mini 50, Aya Expanse 32B 32). The right pick depends on what you value most.

  1. Cohere

    Aya Expanse 32B

    Released Oct 24, 2024

    32/100
    • ECI—
    • Price$0.50 / $1.50
    • Context128K
  2. Nous Research

    Hermes 2 Pro Llama 3 8B

    Released Apr 30, 2024

    51/100
    • ECI—
    • Price$0.14 / $0.14
    • Context8K
  3. Upstage

    solar-mini

    Released Jun 12, 2024

    50/100
    • ECI—
    • Price$0.15 / $0.15
    • Context33K
01 — Verdict

Too close to call

It is close. Our weighted score puts them within a point (Hermes 2 Pro Llama 3 8B 51/100, solar-mini 50/100, Aya Expanse 32B 32/100), so choose by what matters most for your work: Hermes 2 Pro Llama 3 8B on price and Aya Expanse 32B for long inputs. 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 · solar-mini $0.15 · Aya Expanse 32B $0.75 per 1M tokens (3:1 blend)
  • Longest contextAya Expanse 32BAya Expanse 32B 128,000 · solar-mini 32,768 · Hermes 2 Pro Llama 3 8B 8,192 tokens
  • Widest inputsSame inputsAya Expanse 32B: Text · Hermes 2 Pro Llama 3 8B: Text · solar-mini: Text
  • Self-hostingAya Expanse 32B and Hermes 2 Pro Llama 3 8BPublishes downloadable weights (CC-BY-NC-4.0 and Llama 3 Community License)
How the score is built
MeasureWeightAya Expanse 32BHermes 2 Pro Llama 3 8Bsolar-mini
Price50%538785
Inputs & features30%02525
Context window20%2400
Overall100%32/10051/10050/100

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.

Aya Expanse 32B vs Hermes 2 Pro Llama 3 8B vs solar-mini specifications side by side
SpecificationAya Expanse 32BCohereHermes 2 Pro Llama 3 8BNous Researchsolar-miniUpstage
Capability
Capabilities Index (ECI)———
ECI rank———
Price per million tokens
Input$0.50$0.14 (best)$0.15
Output$1.50$0.14 (best)$0.15
Cached input———
Blended (3:1)$0.75$0.14 (best)$0.15
Long-context rateSame rateSame rateSame rate
Price sourceOfficial Cohere APIMedian of 2 providersOfficial Upstage API
Limits
Context window128,000 tokens (best)8,192 tokens32,768 tokens
Max output4,000 tokens8,192 tokens (best)4,096 tokens
Inputs and features
TextYesYesYes
ImagesNoNoNo
PDFsNoNoNo
AudioNoNoNo
VideoNoNoNo
ReasoningNoNoNo
Tool callingNoYesYes
Structured outputNoNoNo
Availability
WeightsOpenCC-BY-NC-4.0OpenLlama 3 Community LicenseProprietary
API model IDc4ai-aya-expanse-32b—solar-mini
API providers2 (best)2 (best)1
ReleasedOct 24, 2024Apr 30, 2024Jun 12, 2024
Knowledge cutoff——Sep 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.

  • Aya Expanse 32B$8.00
  • Hermes 2 Pro Llama 3 8B$1.68
  • solar-mini$1.80
04 — Questions

Which should you choose?

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

It is close. Our weighted score puts them within a point (Hermes 2 Pro Llama 3 8B 51/100, solar-mini 50/100, Aya Expanse 32B 32/100), so choose by what matters most for your work: Hermes 2 Pro Llama 3 8B on price and Aya Expanse 32B for long inputs. 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, Aya Expanse 32B, Hermes 2 Pro Llama 3 8B or solar-mini?

Hermes 2 Pro Llama 3 8B is cheaper at $0.14 input / $0.14 output per million tokens (median across 2 API providers). solar-mini costs $0.15 input / $0.15 output per million tokens (official Upstage API price); 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 $0.15 for solar-mini (1.1× as much) and $0.75 for Aya Expanse 32B (5.4× as much).

Which scores higher on benchmarks?

There is no independent benchmark that covers all three models yet. Aya Expanse 32B has not been scored yet, Hermes 2 Pro Llama 3 8B has not been scored yet and solar-mini has not been scored yet.

Which is better for coding?

There are no published SWE-bench Verified results for Aya Expanse 32B, Hermes 2 Pro Llama 3 8B and solar-mini 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 32,768 for solar-mini and 8,192 for Hermes 2 Pro Llama 3 8B. Maximum output per response: Aya Expanse 32B up to 4,000, Hermes 2 Pro Llama 3 8B up to 8,192, solar-mini up to 4,096 tokens.

Which can read images, PDFs, audio or video?

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

Are any of these open source?

Aya Expanse 32B and Hermes 2 Pro Llama 3 8B publishes its weights (CC-BY-NC-4.0 and Llama 3 Community License) and can be self-hosted; solar-mini is proprietary.

Which is newer?

Aya Expanse 32B is the newest, released Oct 24, 2024. solar-mini came out Jun 12, 2024; Hermes 2 Pro Llama 3 8B came out Apr 30, 2024. Knowledge cutoff: solar-mini Sep 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.