Analysis Summary
Arcee AI Coder Large is a text model positioned for coding, with a listed 32K context window and moderate listed pricing. The provided data includes no coding benchmarks or general reasoning results, so its name does not establish implementation quality, debugging ability, or reliability on software tasks. Tool use and function calling are not listed, which also leaves its fit for agent-based development unclear.
A business could run a limited evaluation for simple coding assistance, but should not route production engineering work to it without evidence from representative tests. The shorter context may constrain work involving larger codebases or extensive requirements. Compare its output against established alternatives on correctness, edit quality, and review burden before considering wider use. Until that validation exists, it is an unverified specialist candidate rather than a dependable coding workflow choice.
Assessed September 23, 2026
Editorial notes
Arcee AI Coder Large is positioned for coding and lists a low price, but its 32K context and lack of benchmark results leave coding quality and production reliability unverified.
The DFO score ranks models on the Artificial Analysis Intelligence Index and is refreshed as new models launch. The write-up and verdict are our own. Feedback?
DFO Verdict
Arcee AI Coder Large is positioned for coding and lists a low price, but its 32K context and lack of benchmark results leave coding quality and production reliability unverified.
How Arcee AI: Coder Large compares
Its 33K-token context window is larger than 26% of the models we list. At $0.50 per million input tokens it is cheaper than 35% of comparable models.
Dark bar = input · light bar = output, scaled to the priciest peer.
1M tokens ≈ 8 full-length novels or ~2,500 pages of business documents in a single request.
Pricing
| Token Type | Cost per 1M tokens | Cost per 1K tokens |
|---|---|---|
| Input | $0.50 | $0.000500 |
| Output | $0.80 | $0.000800 |
What would Arcee AI: Coder Large cost your business?
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A website chatbot handling around 100 customer conversations a day, a few short messages each.
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These numbers get smaller with the right architecture.
We route routine calls to cheap models and save Arcee AI: Coder Large for the hard ones. Most clients cut their estimate by 60-80%.
Talk to our teamAbout Arcee AI: Coder Large
Coder‑Large is a 32 B‑parameter offspring of Qwen 2.5‑Instruct that has been further trained on permissively‑licensed GitHub, CodeSearchNet and synthetic bug‑fix corpora. It supports a 32k context window, enabling multi‑file..
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Frequently asked questions about Arcee AI: Coder Large
How much does Arcee AI: Coder Large cost?
Arcee AI: Coder Large costs $0.50 per million input tokens and $0.80 per million output tokens.
What is the context window of Arcee AI: Coder Large?
Arcee AI: Coder Large has a context window of 32,768 tokens (33K).
Who created Arcee AI: Coder Large?
Arcee AI: Coder Large is developed by Arcee AI and was released on May 5, 2025.
Benchmarks from Artificial Analysis, pricing from the OpenRouter API, and verdicts from our own testing.
Last updated: October 8, 2026 8:39 pm