GLM 5 Air alternatives
Looking for an alternative to GLM 5 Air? Here are the 6 closest llm provider / model options for AI coding, each ranked by how well it replaces GLM 5 Air — with the concrete reason to switch.
Quick comparison
| Model | Input price | SWE-bench | Context window | Speed |
|---|---|---|---|---|
| GLM 5 Air (you) | $0.15 | 58% | 128K | Fast |
| DeepSeek V4 | $0.27 | 63% | 256K | Medium |
| GLM 5.1 | Free (self-hosted) | 58% | 128K | Standard |
| Nemotron 3 Super | Free (self-hosted) | 60% | 1M+ | Fast |
| Grok Code Fast 2 | $0.20 | 65% | 256K | Fast |
| Llama 4 Maverick | Free (self-hosted) | 46% | 1M+ | Fast |
| DeepSeek V4 Pro | $0.44 | 62% | 1M+ | Slow/Reasoning |
The best GLM 5 Air alternatives
Low-cost coding LLM with self-host option; strong English + Chinese coding capabilities
Why consider it instead:
- Higher SWE-bench (63% vs 58%)
- Bigger context window (256K)
GLM 5.1
Top-tier agentic engineering, complex multi-step workflows, sustained long-horizon coding, self-improving agent loops
Why consider it instead:
- Cheaper — $0/1M input vs $0.15
Top-tier open-weight agentic coding, 1M-context refactors, GPU-rich self-hosted deployments, NVIDIA ecosystem (NIM/NeMo), governed enterprise environments
Why consider it instead:
- Cheaper — $0/1M input vs $0.15
- Higher SWE-bench (60% vs 58%)
- Bigger context window (1M+)
High-volume agentic coding where latency and cost trump max intelligence
Why consider it instead:
- Higher SWE-bench (65% vs 58%)
- Bigger context window (256K)
Latest open-weights from Meta, large context, self-hosted coding with vision
Why consider it instead:
- Cheaper — $0/1M input vs $0.15
- Bigger context window (1M+)
Complex reasoning, agentic coding, hard debugging with long context
Why consider it instead:
- Higher SWE-bench (62% vs 58%)
- Bigger context window (1M+)
Switching from GLM 5 Air? Check the new tool fits the rest of your stack — Flowpicker shows compatibility warnings live.
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