DeepSeek V4 Pro → GLM-5.3: cost per request on six tasks
GLM-5.3 costs 6–10% more than DeepSeek V4 Pro per request on six common tasks. It costs no more per result that works if its results work first time at least 7% more often than DeepSeek V4 Pro's on search re-ranking, and 10% more often on translation.
List prices per million tokens
| Model | Input | Cached input | Output |
|---|---|---|---|
| DeepSeek V4 Pro | $1.32 | $0.044 | $3.96 |
| GLM-5.3 | $1.40 | $0.26 | $4.40 |
Prices checked 2026-11-12.
Cost per 1,000 requests
| Task | DeepSeek V4 Pro | GLM-5.3 | Change | Cheaper per result that works if it works first time at least |
|---|---|---|---|---|
| Support bot answerInstructions, three help-centre passages and the customer's question in; a short answer out. | $5.15 | $5.52 | 7% more | 8% more often than DeepSeek V4 Pro |
| Invoice field extractionInstructions and one invoice's text in; about 15 fields as JSON out. | $4.29 | $4.60 | 7% more | 8% more often than DeepSeek V4 Pro |
| Lead scoringScoring rules and one lead's form answers in; a score and a one-line reason out. | $1.98 | $2.12 | 7% more | 8% more often than DeepSeek V4 Pro |
| Email reply draftInstructions and the email thread so far in; a reply of about 300 words out. | $3.56 | $3.86 | 8% more | 9% more often than DeepSeek V4 Pro |
| TranslationInstructions and about 500 words of text in; the same text in another language out. | $4.36 | $4.78 | 10% more | 10% more often than DeepSeek V4 Pro |
| Search re-rankingA search query and 20 result snippets in; the ids of the best five, in order, out. | $5.48 | $5.82 | 6% more | 7% more often than DeepSeek V4 Pro |
Token counts are typical sizes, not measurements.
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