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Comparison · 3 models · Updated Nov 2, 2026

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

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. Z.ai (Zhipu)

    AutoGLM Phone 9B Multilingual

    Released Dec 10, 2025

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

    Trinity Mini

    Released Dec 1, 2025

    65/100
    • ECI—
    • Price$0.045 / $0.15
    • Context131K
  3. Our pick

    Alibaba (Qwen)

    Qwen3 VL Flash (Alibaba Cloud)

    Released Oct 15, 2025

    72/100
    • ECI—
    • Price$0.022 / $0.215
    • Context262K
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 inputsAutoGLM Phone 9B Multilingual and Qwen3 VL Flash (Alibaba Cloud)AutoGLM Phone 9B Multilingual: Text, Images · Trinity Mini: Text · Qwen3 VL Flash (Alibaba Cloud): Text, Images
  • Self-hostingAutoGLM Phone 9B Multilingual and Trinity MiniPublishes downloadable weights (MIT and OpenMDW-1.1)
How the score is built
MeasureWeightAutoGLM Phone 9B MultilingualTrinity MiniQwen3 VL Flash (Alibaba Cloud)
Price50%100100100
Inputs & features30%253550
Context window20%122537
Overall100%60/10065/10072/100

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.

AutoGLM Phone 9B Multilingual vs Trinity Mini vs Qwen3 VL Flash (Alibaba Cloud) specifications side by side
SpecificationAutoGLM Phone 9B MultilingualZ.ai (Zhipu)Trinity MiniArcee AIQwen3 VL Flash (Alibaba Cloud)Alibaba (Qwen)
Capability
Capabilities Index (ECI)———
ECI rank———
Price per million tokens
Input$0.035$0.045$0.022 (best)
Output$0.138 (best)$0.15$0.215
Cached input———
Blended (3:1)$0.061 (best)$0.071$0.07
Long-context rateSame rateSame rateSame rate
Price sourceMedian of 2 providersMedian of 1 providersMedian of 1 providers
Limits
Context window65,536 tokens131,072 tokens262,144 tokens (best)
Max output65,536 tokens131,072 tokens (best)32,768 tokens
Inputs and features
TextYesYesYes
ImagesYesNoYes
PDFsNoNoNo
AudioNoNoNo
VideoNoNoNo
ReasoningNoYesNo
Tool callingNoYesYes
Structured outputNoNoNo
Availability
WeightsOpenMITOpenOpenMDW-1.1Proprietary
API model ID———
API providers2 (best)11
ReleasedDec 10, 2025Dec 1, 2025Oct 15, 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.

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

Which should you choose?

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

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

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. AutoGLM Phone 9B Multilingual has not been scored yet, Trinity Mini has not been scored yet and Qwen3 VL Flash (Alibaba Cloud) has not been scored yet.

Which is better for coding?

There are no published SWE-bench Verified results for AutoGLM Phone 9B Multilingual, Trinity Mini and Qwen3 VL Flash (Alibaba Cloud) 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: AutoGLM Phone 9B Multilingual up to 65,536, Trinity Mini up to 131,072, Qwen3 VL Flash (Alibaba Cloud) up to 32,768 tokens.

Which can read images, PDFs, audio or video?

AutoGLM Phone 9B Multilingual accepts text and images; Trinity Mini accepts text; Qwen3 VL Flash (Alibaba Cloud) accepts text and images. AutoGLM Phone 9B Multilingual 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.