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Comparison · 3 models · Updated Nov 2, 2026

Qwen3 VL Flash (Alibaba Cloud) vs Nemotron 3 Nano 30B A3B vs Trinity Mini

Qwen3 VL Flash (Alibaba Cloud) comes out ahead, 72 to 65 and 64 on our weighted score, and it is the cheaper option too.

  1. Our pick

    Alibaba (Qwen)

    Qwen3 VL Flash (Alibaba Cloud)

    Released Oct 15, 2025

    72/100
    • ECI—
    • Price$0.022 / $0.215
    • Context262K
  2. NVIDIA

    Nemotron 3 Nano 30B A3B

    Released Dec 15, 2025

    64/100
    • ECI—
    • Price$0.06 / $0.24
    • Context262K
  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 Nemotron 3 Nano 30B A3B (64). It leads on inputs & features. 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 priceQwen3 VL Flash (Alibaba Cloud)Qwen3 VL Flash (Alibaba Cloud) $0.07 · Trinity Mini $0.071 · Nemotron 3 Nano 30B A3B $0.105 per 1M tokens (3:1 blend)
  • Longest contextQwen3 VL Flash (Alibaba Cloud) and Nemotron 3 Nano 30B A3BQwen3 VL Flash (Alibaba Cloud) 262,144 · Nemotron 3 Nano 30B A3B 262,144 · Trinity Mini 131,072 tokens
  • Widest inputsQwen3 VL Flash (Alibaba Cloud)Qwen3 VL Flash (Alibaba Cloud): Text, Images · Nemotron 3 Nano 30B A3B: Text · Trinity Mini: Text
  • Self-hostingNemotron 3 Nano 30B A3B and Trinity MiniPublishes downloadable weights (OpenMDW-1.1)
How the score is built
MeasureWeightQwen3 VL Flash (Alibaba Cloud)Nemotron 3 Nano 30B A3BTrinity Mini
Price50%10092100
Inputs & features30%503535
Context window20%373725
Overall100%72/10064/10065/100

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 Nemotron 3 Nano 30B A3B vs Trinity Mini specifications side by side
SpecificationQwen3 VL Flash (Alibaba Cloud)Alibaba (Qwen)Nemotron 3 Nano 30B A3BNVIDIATrinity MiniArcee AI
Capability
Capabilities Index (ECI)———
ECI rank———
Price per million tokens
Input$0.022 (best)$0.06$0.045
Output$0.215$0.24$0.15 (best)
Cached input———
Blended (3:1)$0.07 (best)$0.105$0.071
Long-context rateSame rateSame rateSame rate
Price sourceMedian of 1 providersMedian of 15 providersMedian of 1 providers
Limits
Context window262,144 tokens (best)262,144 tokens (best)131,072 tokens
Max output32,768 tokens262,144 tokens (best)131,072 tokens
Inputs and features
TextYesYesYes
ImagesYesNoNo
PDFsNoNoNo
AudioNoNoNo
VideoNoNoNo
ReasoningNoYesYes
Tool callingYesYesYes
Structured outputNoNoNo
Availability
WeightsProprietaryOpenOpenOpenMDW-1.1
API model ID———
API providers116 (best)1
ReleasedOct 15, 2025Dec 15, 2025Dec 1, 2025
Knowledge cutoff—Jun 25, 2025—
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
  • Nemotron 3 Nano 30B A3B$1.08
  • Trinity Mini$0.75
04 — Questions

Which should you choose?

Which is better: Qwen3 VL Flash (Alibaba Cloud), Nemotron 3 Nano 30B A3B or Trinity Mini?

Qwen3 VL Flash (Alibaba Cloud) is the better all-round choice, scoring 72/100 against Trinity Mini (65) and Nemotron 3 Nano 30B A3B (64). It leads on inputs & features. 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), Nemotron 3 Nano 30B A3B or Trinity Mini?

Qwen3 VL Flash (Alibaba Cloud) is cheaper at $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); Nemotron 3 Nano 30B A3B costs $0.06 input / $0.24 output per million tokens (median across 15 API providers). At a typical mix of three input tokens to one output token, that is $0.07 per million tokens for Qwen3 VL Flash (Alibaba Cloud) versus $0.071 for Trinity Mini (1× as much) and $0.105 for Nemotron 3 Nano 30B A3B (1.5× 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, Nemotron 3 Nano 30B A3B 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), Nemotron 3 Nano 30B A3B and Trinity Mini yet, so there is no like-for-like coding score. Test both on a sample of your own tasks. All three support tool calling for agent workflows.

Which has the bigger context window?

Qwen3 VL Flash (Alibaba Cloud) and Nemotron 3 Nano 30B A3B have the largest context windows (262,144 and 262,144 tokens), against 131,072 for Trinity Mini. Maximum output per response: Qwen3 VL Flash (Alibaba Cloud) up to 32,768, Nemotron 3 Nano 30B A3B up to 262,144, Trinity Mini up to 131,072 tokens.

Which can read images, PDFs, audio or video?

Qwen3 VL Flash (Alibaba Cloud) accepts text and images; Nemotron 3 Nano 30B A3B accepts text; Trinity Mini accepts text. Qwen3 VL Flash (Alibaba Cloud) handles the widest range of inputs.

Are any of these open source?

Nemotron 3 Nano 30B A3B and Trinity Mini publishes its weights (OpenMDW-1.1) and can be self-hosted; Qwen3 VL Flash (Alibaba Cloud) is proprietary.

Which is newer?

Nemotron 3 Nano 30B A3B is the newest, released Dec 15, 2025. Trinity Mini came out Dec 1, 2025; Qwen3 VL Flash (Alibaba Cloud) came out Oct 15, 2025. Knowledge cutoff: Nemotron 3 Nano 30B A3B Jun 25, 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.