Best AI Models for Coding

The top code-generation and developer models tracked by HotON.ai, ranked by composite efficiency with live pricing. Compare cost, context and capability for coding agents and copilots.

15 models ranked

Other rankings

Best AI Models for Coding Best AI Models for Reasoning Best Multimodal AI Models Cheapest AI Models Best Value AI Models Longest Context AI Models Best AI Models by Quality (LMArena)

#ModelInputOutputContextEfficiency

qwen3-coder-flash

CNAlibaba Cloud · Qwen · Code

CNAlibaba Cloud · Qwen · Code

CNAlibaba Group · Code

CNAlibaba Group · Code

Qwen/Qwen3-Coder-Next-FP8

CNAlibaba Cloud · Qwen · Code

CNKuaishou · KwaiPilot · Code

$0.30

$1.20

256K

qwen3-coder-30b-a3b-instruct

CNAlibaba Cloud · Qwen · Code

CNAlibaba Cloud · Qwen · Code

qwen2.5-coder-7b-instruct

CNAlibaba Cloud · Qwen · Code

$0.03

$0.09

33K

Frequently asked questions

How does HotON.ai rank these models?+

Rankings use live pricing from TestKey plus HotON.ai's composite efficiency score. Pricing is real and updated daily; the efficiency score is a modeled composite of real inputs — see our methodology. This list reflects 15 tracked models for this use case.

Pricing is real (via TestKey, daily). Performance metrics are modeled estimates — not financial advice.

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