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Head-to-head comparison

gnani evon v3.3 30B A3B vs Mage VL

gnani evon v3.3 30B A3B (Gnani) and Mage VL (Microsoft) compared on the ModelCap Index, API price, context window, provider availability, weight access and every public benchmark board they share. Figures are the same ones shown on the live rankings; nothing here is a hidden score.

Snapshot as of 3 September 2026

As of 3 September 2026, gnani evon v3.3 30B A3B holds the stronger ModelCap Index position (#147 vs #148); and Mage VL ships open weights.

Which should you choose?

Choose gnani evon v3.3 30B A3B if…

  • you want the stronger overall ModelCap Index position — #147 against #148 (23.0 vs 23.0 points).
  • you want the more recently listed model — gnani evon v3.3 30B A3B was listed 10 August 2026, Mage VL 25 July 2026.

Choose Mage VL if…

  • you want to self-host: Mage VL ships open weights while gnani evon v3.3 30B A3B is gated access.

gnani evon v3.3 30B A3B vs Mage VL: specs, pricing and context

Specification comparison of gnani evon v3.3 30B A3B and Mage VL
Fieldgnani evon v3.3 30B A3BGnaniMage VLMicrosoft
ModelCap Index position#147#148
Index score23.023.0
EvidenceEstimatedEstimated
Input price / 1M tokensUnlistedUnlisted
Output price / 1M tokensUnlistedUnlisted
Context window— tokens— tokens
Max output tokens——
API providers listed00
Weight accessGated accessOpen weights
Input modalitiesTextText, Image
First listed10 August 202625 July 2026
PublisherGnaniMicrosoft

Evidence: global corpus prior · leave-one-anchor-out calibrated · global corpus prior · leave-one-anchor-out calibrated. Prices are the lowest listed API offer per million tokens observed on the OpenRouter catalogue.

Benchmark scores: gnani evon v3.3 30B A3B vs Mage VL

Neither model has a published result on a public benchmark board ModelCap tracks yet.

Scores are the sources' own published figures for each model's best evaluated configuration; ModelCap never re-runs a benchmark.

Want a different pairing? Open the interactive comparison tool to swap either model for any current ranked language model.

gnani evon v3.3 30B A3B vs Mage VL: common questions

Is gnani evon v3.3 30B A3B better than Mage VL?

gnani evon v3.3 30B A3B ranks higher on the ModelCap Index as of 3 September 2026: #147 against #148. That is a capability ranking built from public benchmark evidence with published uncertainty; whether it is "better" for you also depends on price, context and where you can run it.

Is gnani evon v3.3 30B A3B cheaper than Mage VL?

At least one of the two has no listed API price on ModelCap right now, so no price comparison is made.

Which has the bigger context window, gnani evon v3.3 30B A3B or Mage VL?

Both publish a —-token context window.

Which is better for coding, gnani evon v3.3 30B A3B or Mage VL?

The two models do not share a coding benchmark board on ModelCap yet, so no head-to-head coding score is published; the ModelCap Index position is the closest overall signal.

Are gnani evon v3.3 30B A3B and Mage VL open-weight models?

gnani evon v3.3 30B A3B: Gated access. Mage VL: Open weights. Open weights mean the checkpoint can be downloaded and self-hosted under its licence; API-only models are available solely through hosted endpoints.

Where can I run gnani evon v3.3 30B A3B and Mage VL?

ModelCap currently lists 0 API providers for gnani evon v3.3 30B A3B and 0 for Mage VL, from the OpenRouter catalogue snapshot the site serves; each model page lists the providers and their prices.

How current is this gnani evon v3.3 30B A3B vs Mage VL comparison?

Every figure comes from the sealed ModelCap dataset published 3 September 2026; the page re-renders within a minute of each data refresh, and the ModelCap Index positions are the same ones shown on the live rankings.

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