Lowest price per token
GLM-5GLM-5.3 Flash costs $0.0052 in and $0.1985 out per million tokens, below both DeepSeek models on both counts.
Comparison · open-weights rivals
Data-backed verdicts
GLM-5
3
DeepSeek V4
1
Tie: 2 · counted from the six verdicts below
§ 01Specs
OpenRouter data for the models compared on this page. Lowest prices and largest limits are highlighted.
| Model | GLM-5.3 | GLM-5.3 Flash | DeepSeek V4 Pro | DeepSeek V4.1 Flash |
|---|---|---|---|---|
| Developer | Z.ai | Z.ai | DeepSeek | DeepSeek |
| Released | Aug 18, 2026 | Aug 26, 2026 | Apr 24, 2026 | Sep 10, 2026 |
| Context window | 1.05M | 1.05M | 1.05M | 1.05M |
| Max output | 944K | 944K | 384K | 944K |
| Input price | $0.079 | $0.0052 | $0.4461 | $0.3 |
| Output price | $1.40 | $0.1985 | $0.8923 | $1.20 |
| Inputs | Text | Text, Image, Video | Text | Text, Image |
| Open weights | Yes (Hugging Face) | Yes (Hugging Face) | Yes (Hugging Face) | Yes (Hugging Face) |
| Free chat here | In our chat | In our chat | — | — |
Prices are USD per 1 million tokens as listed by OpenRouter; the best value in each row is highlighted. Source: OpenRouter model list and the official Hugging Face model cards.
§ 02Analysis
Both families publish weights on Hugging Face, which sets them apart from most frontier models. GLM-5.3 Flash, GLM-5.3, DeepSeek V4 Pro and DeepSeek V4.1 Flash all have official repositories, so on openness this is a draw: you can self-host either family.
Context is also a draw. All four models list 1,048,576 tokens of context on OpenRouter, enough for a large codebase or a long stack of documents in one request. Where they differ is price, output limits and what kind of input they accept.
On input, GLM wins by a mile. GLM-5.3 Flash costs $0.0052 per million input tokens and GLM-5.3 $0.079, against $0.30 for DeepSeek V4.1 Flash and about $0.45 for DeepSeek V4 Pro. If your workload reads a lot and writes a little — retrieval, document review, long-context coding agents — GLM is far cheaper.
On output, the picture is mixed. GLM-5.3 Flash is still the cheapest at $0.1985 per million output tokens. But between the flagships, DeepSeek V4 Pro is cheaper to write with: about $0.89 per million output tokens against $1.40 for GLM-5.3. Long-form generation with the bigger models therefore favours DeepSeek V4 Pro.
GLM-5.3 Flash accepts text, images and video. DeepSeek V4.1 Flash accepts text and images, while GLM-5.3 and DeepSeek V4 Pro are text-only. If you need video understanding, GLM-5.3 Flash is the only one of the four that lists it.
Maximum output per request is 943,718 tokens for both GLM models and for DeepSeek V4.1 Flash, and 384,000 for DeepSeek V4 Pro. In everyday use you will rarely hit either limit, but very long agent outputs or full-document rewrites have more room on the larger figure.
§ 03Verdicts
GLM-5.3 Flash costs $0.0052 in and $0.1985 out per million tokens, below both DeepSeek models on both counts.
GLM-5.3 Flash reads text, images and video. DeepSeek V4.1 Flash reads images but not video; V4 Pro is text-only.
DeepSeek V4 Pro charges about $0.89 per million output tokens, against $1.40 for GLM-5.3.
All four models list 1,048,576 tokens of context on OpenRouter.
Both families publish official weights on Hugging Face for every model compared here.
You can use GLM-5.3 and GLM-5.3 Flash free on glm5.org right now; DeepSeek models are not in our chat.
Bottom line
§ 04FAQ
On input, yes, by a wide margin. On output, GLM-5.3 Flash is cheapest, but DeepSeek V4 Pro is cheaper per output token than GLM-5.3.
Yes. GLM-5.3, GLM-5.3 Flash, DeepSeek V4 Pro and DeepSeek V4.1 Flash all have official Hugging Face repositories.
Neither. All four models list 1,048,576 tokens of context on OpenRouter.
Both families target coding and agents. Vendor benchmarks are not directly comparable, so run your own code tasks — you can test GLM-5.3 free in our chat.
§ 05More
Try it now
No account, no card, no install. Type a question and watch GLM-5.3 Flash answer in seconds — switch to GLM-5.3 for the hardest problems.