This comparison puts Google's Gemini 3.8 Flash (High) next to Z AI's GLM-5.3-Flash. The sharpest difference is price: GLM-5.3-Flash costs $0.50 per million output tokens, against $3.75 for Gemini 3.8 Flash High. Everything below is read from the benchmark, price and speed data in Franklin AI's catalogue; nothing here comes from a hands-on test.
Price per token
Gemini 3.8 Flash High lists $0.75 per million input tokens and $3.75 per million output tokens; GLM-5.3-Flash lists $0.15 and $0.50. For output tokens, Gemini 3.8 Flash High is 7.5 times the price of GLM-5.3-Flash.
For a sample workload of 1 million input tokens and 200,000 output tokens, Gemini 3.8 Flash High would cost $1.50 and GLM-5.3-Flash $0.25, a difference of $1.25. A bigger example, a month of coding-assistant traffic at 30 million input and 3 million output tokens, costs $33.75 on Gemini 3.8 Flash High and $6.00 on GLM-5.3-Flash: a gap of $27.75.
Generation gap
GLM-5.3-Flash came first, on August 26, 2026; Gemini 3.8 Flash High followed on September 2, 2026. They are effectively contemporaries.
Speed and latency
Gemini 3.8 Flash High generates about 121 tokens per second and GLM-5.3-Flash about 56 tokens per second. Gemini 3.8 Flash High is ahead by 117% on throughput. Before any text appears, Gemini 3.8 Flash High takes 27 seconds and GLM-5.3-Flash 1.6 seconds. So the two pull in opposite directions, with GLM-5.3-Flash quicker off the mark and Gemini 3.8 Flash High quicker once it gets going; the crossover is around 2,700 tokens.
Add the two numbers up for a 600-token reply and GLM-5.3-Flash finishes first: 32 seconds for Gemini 3.8 Flash High, 12 seconds for GLM-5.3-Flash.
Reasoning and overall scores
Gemini 3.8 Flash High records 30.8 on the intelligence index and GLM-5.3-Flash records 27.8. It is a meaningful gap rather than a rounding difference. In relative terms, Gemini 3.8 Flash High scores 11% higher.
Among 109 active scored models, Gemini 3.8 Flash High sits 50th and GLM-5.3-Flash 63rd.
Neither model has a separate coding or math index recorded yet, so those narrower comparisons will have to wait for more data.
Value for money
A blunt value measure, blended price over intelligence score, puts Gemini 3.8 Flash High at $0.049 and GLM-5.3-Flash at $0.0085 per point. GLM-5.3-Flash delivers each index point for 82% less; whether Gemini 3.8 Flash High's extra 3.0 points are worth the premium depends on how often your tasks need them.

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