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Head-to-head comparison

zilo instruct v2 sft filtered vs cogito v1 preview llama 3B

zilo instruct v2 sft filtered (Arcee AI) and cogito v1 preview llama 3B (Deep Cogito) 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 22 September 2026

As of 22 September 2026, cogito v1 preview llama 3B holds the stronger ModelCap Index position (#255 vs #256); and zilo instruct v2 sft filtered ships open weights.

Which should you choose?

Choose zilo instruct v2 sft filtered if…

  • you want to self-host: zilo instruct v2 sft filtered ships open weights while cogito v1 preview llama 3B is restricted license.

Choose cogito v1 preview llama 3B if…

  • you want the stronger overall ModelCap Index position — #255 against #256 (4.5 vs 3.9 points).
  • you want the more recently listed model — cogito v1 preview llama 3B was listed 31 March 2025, zilo instruct v2 sft filtered 24 May 2024.

zilo instruct v2 sft filtered vs cogito v1 preview llama 3B: specs, pricing and context

Specification comparison of zilo instruct v2 sft filtered and cogito v1 preview llama 3B
Fieldzilo instruct v2 sft filteredArcee AIcogito v1 preview llama 3BDeep Cogito
ModelCap Index position#256#255
Index score3.94.5
EvidenceInheritedInherited
Input price / 1M tokensUnlistedUnlisted
Output price / 1M tokensUnlistedUnlisted
Context window— tokens— tokens
Max output tokens——
API providers listed00
Weight accessOpen weightsRestricted license
Input modalitiesTextText
First listed24 May 202431 March 2025
PublisherArcee AIDeep Cogito

Evidence: finetune of mistralai/Mistral-7B-Instruct-v0.2 · finetune (100%) · finetune of meta-llama/Llama-3.2-3B · finetune (100%). Prices are the lowest listed API offer per million tokens observed on the OpenRouter catalogue.

Benchmark scores: zilo instruct v2 sft filtered vs cogito v1 preview llama 3B

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.

zilo instruct v2 sft filtered vs cogito v1 preview llama 3B: common questions

Is zilo instruct v2 sft filtered better than cogito v1 preview llama 3B?

cogito v1 preview llama 3B ranks higher on the ModelCap Index as of 22 September 2026: #255 against #256. 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. Their published uncertainty intervals overlap, so the rank difference alone does not establish a reliable capability advantage for your workload.

Is zilo instruct v2 sft filtered cheaper than cogito v1 preview llama 3B?

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, zilo instruct v2 sft filtered or cogito v1 preview llama 3B?

Both publish a —-token context window.

Which is better for coding, zilo instruct v2 sft filtered or cogito v1 preview llama 3B?

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 zilo instruct v2 sft filtered and cogito v1 preview llama 3B open-weight models?

zilo instruct v2 sft filtered: Open weights. cogito v1 preview llama 3B: Restricted license. 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 zilo instruct v2 sft filtered and cogito v1 preview llama 3B?

ModelCap currently lists 0 API providers for zilo instruct v2 sft filtered and 0 for cogito v1 preview llama 3B, from the OpenRouter catalogue snapshot the site serves; each model page lists the providers and their prices.

How current is this zilo instruct v2 sft filtered vs cogito v1 preview llama 3B comparison?

Every figure comes from the sealed ModelCap dataset published 22 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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