Model comparison

vs

MiMo V2.6 Flash vs GLM-5.3 Flash

Xiaomi against Zhipu AI, compared on listed price, real workload cost, context and capabilities.

The short answer

  • On DeepSWE v1.1, as each maker reports it, MiMo V2.6 Flash scores 67.9 and GLM-5.3 Flash 63.4.
  • MiMo V2.6 Flash lists lower input and output prices.
  • MiMo V2.6 Flash reads cached input for less ($0.003/M against GLM-5.3 Flash's $0.03/M), which decides the bill for agents that resend long context.

Side-by-side specs

SpecMiMo V2.6 FlashGLM-5.3 Flash
ProviderXiaomiZhipu AI
Input price$0.14/M$0.15/M
Output price$0.28/M$0.5/M
Cached input$0.003/M$0.03/M
Blended price (3:1)$0.175/M$0.237/M
Context window1M tokens1M tokens
Max output128k tokens128k tokens
InputText, Images, Video, AudioText, Images, Video
Structured outputYesYes
WeightsOpen (MIT)Open (MIT)
ReleasedSeptember 2026August 2026
DeepSWE v1.1 (maker-reported)67.963.4
Terminal Bench 2.1 (maker-reported)87.684.3
Toolathlon-Verified (maker-reported)73.678.4

Same work, both models

WorkloadMiMo V2.6 FlashGLM-5.3 Flash
One chat reply3,000 tokens in, 500 outGLM-5.3 Flash costs 1.3× as much as MiMo V2.6 Flash$0.00056$0.0007
Summarise a 100-page report50,000 tokens in, 1,500 out, one requestGLM-5.3 Flash costs 1.1× as much as MiMo V2.6 Flash$0.0074$0.0083
1,000 classification calls500 tokens in, 20 out, per call$0.08$0.09
Coding-agent session2M tokens in across ~60 turns, 60,000 out, no cache$0.30$0.33
Same session, cached85% of input read from the prompt cache, the rest written to itGLM-5.3 Flash costs 2.0× as much as MiMo V2.6 Flash$0.06$0.13

At listed rates. Token counts are typical sizes, not measurements.

MiMo V2.6 Flash pricing notes

  • Xiaomi lists a batch API tier at half the real-time rate.
  • Cache writes are free for a limited time; Xiaomi gives no end date.

GLM-5.3 Flash pricing notes

  • Z.ai's 50% promo ($0.075 / $0.25) ended 2026-09-09 16:00 UTC; the listed price is the standard rate.

When to pick which

MiMo V2.6 Flash

Xiaomi's open-weights omnimodal model, a 309B-total, 15B-active mixture-of-experts. It is the small sibling of MiMo V2.6 Pro and replaces MiMo V2.5, adding audio and video input on a 1M window.

Pick it if

  • you want the cheapest 1M-window model with image, video and audio input
  • you run high-volume agent or coding loops where cached prefixes dominate the bill
  • you want MIT-licensed weights you can self-host

Skip it if

  • you need the strongest MiMo results on security and exploit benchmarks; Pro scores higher there

GLM-5.3 Flash

The first natively multimodal model in Zhipu AI's GLM-5 series, an open-weights 320B-total, 18B-active sibling of GLM-5.3. It costs about a ninth of GLM-5.3's per-token rate and, unlike GLM-5.3, accepts image and video input.

Pick it if

  • you want GLM-5.3-family text at roughly a ninth of the price
  • you need image or video input in the GLM line
  • you want MIT-licensed weights you can self-host

Skip it if

  • you need replies without thinking; Z.ai says thinking cannot be disabled

FAQ

Which is better, MiMo V2.6 Flash or GLM-5.3 Flash?

On DeepSWE v1.1, as each maker reports it, MiMo V2.6 Flash scores 67.9 and GLM-5.3 Flash 63.4. These are each maker's own numbers, not a controlled head-to-head; the spec table lists every benchmark both publish.

Which is cheaper, MiMo V2.6 Flash or GLM-5.3 Flash?

MiMo V2.6 Flash lists lower input and output prices. On a coding-agent session (2M tokens in, 60,000 out) MiMo V2.6 Flash costs $0.30 and GLM-5.3 Flash $0.33.

Can I switch between MiMo V2.6 Flash and GLM-5.3 Flash mid-task?

Yes. In an Octomind session, /model octohub:mimo-v2.6-flash and /model octohub:glm-5.3-flash switch models without losing the conversation, so you can draft on one and review on the other.

Try either model

Switch between models inside the same Octomind session.

Prices from the catalog of 2026-10-25