ZMIME
Comparison · 3 models · Updated Nov 2, 2026

Qwen3 VL Flash (Alibaba Cloud) vs AutoGLM Phone 9B Multilingual vs Trinity Mini

Qwen3 VL Flash (Alibaba Cloud) comes out ahead, 72 to 65 and 60 on our weighted score, though AutoGLM Phone 9B Multilingual is 14% cheaper per token.

  1. Our pick

    Alibaba (Qwen)

    Qwen3 VL Flash (Alibaba Cloud)

    Released Oct 15, 2025

    72/100
    • ECI—
    • Price$0.022 / $0.215
    • Context262K
  2. Z.ai (Zhipu)

    AutoGLM Phone 9B Multilingual

    Released Dec 10, 2025

    60/100
    • ECI—
    • Price$0.035 / $0.138
    • Context66K
  3. Arcee AI

    Trinity Mini

    Released Dec 1, 2025

    65/100
    • ECI—
    • Price$0.045 / $0.15
    • Context131K
01 — Verdict

Qwen3 VL Flash (Alibaba Cloud) is our pick

Qwen3 VL Flash (Alibaba Cloud) is the better all-round choice, scoring 72/100 against Trinity Mini (65) and AutoGLM Phone 9B Multilingual (60). It leads on inputs & features and context window. The score weighs price 50%, inputs & features 30%, context window 20%. None of the shared benchmarks cover every model here yet, so capability is left out of this verdict.

  • CapabilityNot enough dataNo independent benchmark covers every model here yet
  • Lowest priceAutoGLM Phone 9B MultilingualAutoGLM Phone 9B Multilingual $0.061 · Qwen3 VL Flash (Alibaba Cloud) $0.07 · Trinity Mini $0.071 per 1M tokens (3:1 blend)
  • Longest contextQwen3 VL Flash (Alibaba Cloud)Qwen3 VL Flash (Alibaba Cloud) 262,144 · Trinity Mini 131,072 · AutoGLM Phone 9B Multilingual 65,536 tokens
  • Widest inputsQwen3 VL Flash (Alibaba Cloud) and AutoGLM Phone 9B MultilingualQwen3 VL Flash (Alibaba Cloud): Text, Images · AutoGLM Phone 9B Multilingual: Text, Images · Trinity Mini: Text
  • Self-hostingAutoGLM Phone 9B Multilingual and Trinity MiniPublishes downloadable weights (MIT and OpenMDW-1.1)
How the score is built
MeasureWeightQwen3 VL Flash (Alibaba Cloud)AutoGLM Phone 9B MultilingualTrinity Mini
Price50%100100100
Inputs & features30%502535
Context window20%371225
Overall100%72/10060/10065/100

Left out because at least one model lacks the data: capability. The remaining weights were rescaled.

02 — Side by side

Every spec in one table

Highlighted cells lead their row. Dashes mean the data is not published.

Qwen3 VL Flash (Alibaba Cloud) vs AutoGLM Phone 9B Multilingual vs Trinity Mini specifications side by side
SpecificationQwen3 VL Flash (Alibaba Cloud)Alibaba (Qwen)AutoGLM Phone 9B MultilingualZ.ai (Zhipu)Trinity MiniArcee AI
Capability
Capabilities Index (ECI)———
ECI rank———
Price per million tokens
Input$0.022 (best)$0.035$0.045
Output$0.215$0.138 (best)$0.15
Cached input———
Blended (3:1)$0.07$0.061 (best)$0.071
Long-context rateSame rateSame rateSame rate
Price sourceMedian of 1 providersMedian of 2 providersMedian of 1 providers
Limits
Context window262,144 tokens (best)65,536 tokens131,072 tokens
Max output32,768 tokens65,536 tokens131,072 tokens (best)
Inputs and features
TextYesYesYes
ImagesYesYesNo
PDFsNoNoNo
AudioNoNoNo
VideoNoNoNo
ReasoningNoNoYes
Tool callingYesNoYes
Structured outputNoNoNo
Availability
WeightsProprietaryOpenMITOpenOpenMDW-1.1
API model ID———
API providers12 (best)1
ReleasedOct 15, 2025Dec 10, 2025Dec 1, 2025
Knowledge cutoff———
03 — Cost

What would a month cost?

Enter your expected volume in millions of tokens. List prices only; caching and batch discounts would lower these.

  • Qwen3 VL Flash (Alibaba Cloud)$0.65
  • AutoGLM Phone 9B Multilingual$0.626
  • Trinity Mini$0.75
04 — Questions

Which should you choose?

Which is better: Qwen3 VL Flash (Alibaba Cloud), AutoGLM Phone 9B Multilingual or Trinity Mini?

Qwen3 VL Flash (Alibaba Cloud) is the better all-round choice, scoring 72/100 against Trinity Mini (65) and AutoGLM Phone 9B Multilingual (60). It leads on inputs & features and context window. The score weighs price 50%, inputs & features 30%, context window 20%. None of the shared benchmarks cover every model here yet, so capability is left out of this verdict.

Which is cheaper, Qwen3 VL Flash (Alibaba Cloud), AutoGLM Phone 9B Multilingual or Trinity Mini?

AutoGLM Phone 9B Multilingual is cheaper at $0.035 input / $0.138 output per million tokens (median across 2 API providers). Qwen3 VL Flash (Alibaba Cloud) costs $0.022 input / $0.215 output per million tokens (median across 1 API provider); Trinity Mini costs $0.045 input / $0.15 output per million tokens (median across 1 API provider). At a typical mix of three input tokens to one output token, that is $0.061 per million tokens for AutoGLM Phone 9B Multilingual versus $0.07 for Qwen3 VL Flash (Alibaba Cloud) (1.2× as much) and $0.071 for Trinity Mini (1.2× as much).

Which scores higher on benchmarks?

There is no independent benchmark that covers all three models yet. Qwen3 VL Flash (Alibaba Cloud) has not been scored yet, AutoGLM Phone 9B Multilingual has not been scored yet and Trinity Mini has not been scored yet.

Which is better for coding?

There are no published SWE-bench Verified results for Qwen3 VL Flash (Alibaba Cloud), AutoGLM Phone 9B Multilingual and Trinity Mini yet, so there is no like-for-like coding score. Test both on a sample of your own tasks. Note that AutoGLM Phone 9B Multilingual does not support tool calling, which most coding agents need.

Which has the bigger context window?

Qwen3 VL Flash (Alibaba Cloud) has the largest context window at 262,144 tokens, against 131,072 for Trinity Mini and 65,536 for AutoGLM Phone 9B Multilingual. Maximum output per response: Qwen3 VL Flash (Alibaba Cloud) up to 32,768, AutoGLM Phone 9B Multilingual up to 65,536, Trinity Mini up to 131,072 tokens.

Which can read images, PDFs, audio or video?

Qwen3 VL Flash (Alibaba Cloud) accepts text and images; AutoGLM Phone 9B Multilingual accepts text and images; Trinity Mini accepts text. Qwen3 VL Flash (Alibaba Cloud) handles the widest range of inputs.

Are any of these open source?

AutoGLM Phone 9B Multilingual and Trinity Mini publishes its weights (MIT and OpenMDW-1.1) and can be self-hosted; Qwen3 VL Flash (Alibaba Cloud) is proprietary.

Which is newer?

AutoGLM Phone 9B Multilingual is the newest, released Dec 10, 2025. Trinity Mini came out Dec 1, 2025; Qwen3 VL Flash (Alibaba Cloud) came out Oct 15, 2025.

How do you decide the winner?

Each model gets a 0–100 score on capability (50%, independent benchmark results); price (25%, blended price per million tokens (3 input : 1 output), log scale); inputs & features (15%, image, PDF, audio and video input, tool calling, structured output and reasoning); context window (10%, maximum tokens per request, log scale). Dimensions missing for any model are dropped and the remaining weights rescaled, so every model is judged on the same evidence. Specs and prices come from public model listings and the labs’ own API pages; capability scores come from independent benchmark runs. Data updated Nov 2, 2026.