DeepSeek V4.1 Flash 1017 (Max) from DeepSeek and GLM-5.3 (Max) from Z AI land within 0.9 points of each other on the intelligence index. Price separates them more than anything else; on a blended basis GLM-5.3 Max costs 4.1 times as much as DeepSeek V4.1 Flash 1017 Max. This page is written automatically from catalogue numbers only: benchmark scores, list prices and measured speed.
Running costs
The list prices are $0.30 in and $1.20 out for DeepSeek V4.1 Flash 1017 Max, and $1.40 in and $4.40 out for GLM-5.3 Max, per million tokens. For output tokens, GLM-5.3 Max is 3.7 times the price of DeepSeek V4.1 Flash 1017 Max.
Take 1 million input tokens and 200,000 output tokens: that comes to $0.54 on DeepSeek V4.1 Flash 1017 Max and $2.28 on GLM-5.3 Max. A bigger example, a support assistant answering 10,000 conversations of 2,000 input and 500 output tokens each, costs $12.00 on DeepSeek V4.1 Flash 1017 Max and $50.00 on GLM-5.3 Max: a gap of $38.00. On a 3:1 blend of input to output tokens, that works out to $0.525 versus $2.15 per million.
Throughput and time to first token
Once a response is under way, DeepSeek V4.1 Flash 1017 Max produces roughly 162 tokens per second against 74 tokens per second for GLM-5.3 Max. DeepSeek V4.1 Flash 1017 Max is ahead by 120% on throughput. Time to first token is 1.2 seconds for DeepSeek V4.1 Flash 1017 Max and 1.7 seconds for GLM-5.3 Max. In an interactive app, DeepSeek V4.1 Flash 1017 Max will feel noticeably more responsive.
Add the two numbers up for an 800-token reply and DeepSeek V4.1 Flash 1017 Max finishes first: 6.2 seconds for DeepSeek V4.1 Flash 1017 Max, 13 seconds for GLM-5.3 Max.
Generation gap
DeepSeek V4.1 Flash 1017 Max arrived on October 17, 2026, about 2 months after GLM-5.3 Max (August 18, 2026).
How the intelligence index compares
DeepSeek V4.1 Flash 1017 Max comes out ahead on the intelligence index, 32.6 to 31.7. That is close enough to call a draw on this measure.
Among 109 active scored models, DeepSeek V4.1 Flash 1017 Max sits 45th and GLM-5.3 Max 47th.
For coding or maths work specifically, the catalogue has no dedicated index on either side yet.
Score per dollar
Per point of intelligence index, DeepSeek V4.1 Flash 1017 Max costs $0.016 of blended price per million tokens and GLM-5.3 Max $0.068. With the higher score and the lower cost per point, DeepSeek V4.1 Flash 1017 Max is the better value per point on these numbers.

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