Arcee AI: Coder Large
Analysis Summary
Coder Large from Arcee AI is a text-only coding model with a 32,768-token context window. No benchmark results are supplied for this specific variant, so its coding accuracy, reasoning, instruction following, and reliability cannot be compared confidently with measured alternatives. Tool use and function calling are also not listed.
The model may be useful for code completion, small-file transformations, boilerplate, and internal development experiments where outputs are reviewed. Its context is restrictive for repository-scale work, long specifications, and complex debugging. Without documented tool integration or benchmark evidence, it is not a suitable default for autonomous coding agents or production changes made without human review.
Pricing of $0.50 per million input tokens and $0.80 per million output tokens is competitive. Adopt only after testing on the team's codebase, with strict review and narrow task boundaries.
Assessed August 9, 2026
Editorial notes
Coder Large is positioned for coding at $0.50 per million input tokens, but its 32K context and lack of benchmark evidence make production reliability unverified for client engineering workflows.
Rankings consider pricing, capabilities, benchmarks, and real-world applicability and are refreshed as new models launch. Feedback?
DFO Verdict
Coder Large is positioned for coding at $0.50 per million input tokens, but its 32K context and lack of benchmark evidence make production reliability unverified for client engineering workflows.
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 39% 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.
Strongest on value. The pulled-in technical corner is the trade-off, and if the shape matters more than the price, this is your model.
Compare shapes side-by-side →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.
Full calculator with 743 models → Price Calculator
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..
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.