ZMIME
Comparison · 3 models · Updated Oct 4, 2026

Ministral 3 3B vs Seed 2.0 Mini vs Trinity Mini

Seed 2.0 Mini comes out ahead, 80 to 74 and 65 on our weighted score, though Trinity Mini is 26% cheaper per token.

  1. Mistral AI

    Ministral 3 3B

    Released Dec 2, 2025

    74/100
    • ECI—
    • Price$0.10 / $0.10
    • Context262K
  2. Our pick

    ByteDance Seed

    Seed 2.0 Mini

    Released Feb 14, 2026

    80/100
    • ECI—
    • Price$0.03 / $0.297
    • Context256K
  3. Arcee AI

    Trinity Mini

    Released Dec 1, 2025

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

Seed 2.0 Mini is our pick

Seed 2.0 Mini is the better all-round choice, scoring 80/100 against Ministral 3 3B (74) and Trinity Mini (65). It leads on inputs & features. Trinity Mini wins on price. 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 priceTrinity MiniTrinity Mini $0.071 · Seed 2.0 Mini $0.097 · Ministral 3 3B $0.10 per 1M tokens (3:1 blend)
  • Longest contextMinistral 3 3BMinistral 3 3B 262,144 · Seed 2.0 Mini 256,000 · Trinity Mini 131,072 tokens
  • Widest inputsSeed 2.0 MiniMinistral 3 3B: Text, Images · Seed 2.0 Mini: Text, Images, Video · Trinity Mini: Text
  • Self-hostingMinistral 3 3B and Trinity MiniPublishes downloadable weights (Apache 2.0 and OpenMDW-1.1)
How the score is built
MeasureWeightMinistral 3 3BSeed 2.0 MiniTrinity Mini
Price50%9798100
Inputs & features30%608035
Context window20%373624
Overall100%74/10080/10065/100

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.

Ministral 3 3B vs Seed 2.0 Mini vs Trinity Mini specifications side by side
SpecificationMinistral 3 3BMistral AISeed 2.0 MiniByteDance SeedTrinity MiniArcee AI
Capability
Capabilities Index (ECI)———
ECI rank———
Price per million tokens
Input$0.10$0.03 (best)$0.045
Output$0.10 (best)$0.297$0.15
Cached input—$0.0059—
Blended (3:1)$0.10$0.097$0.071 (best)
Long-context rateSame rateOver 32K: $0.059 / $0.594Same rate
Price sourceMedian of 1 providersOfficial Volcengine Ark APIMedian of 1 providers
Limits
Context window262,144 tokens (best)256,000 tokens131,072 tokens
Max output262,144 tokens (best)32,000 tokens131,072 tokens
Inputs and features
TextYesYesYes
ImagesYesYesNo
PDFsNoNoNo
AudioNoNoNo
VideoNoYesNo
ReasoningNoYesminimal · low · medium · high · xhigh · maxYes
Tool callingYesYesYes
Structured outputYesYesNo
Availability
WeightsOpenApache 2.0ProprietaryOpenOpenMDW-1.1
API model ID—doubao-seed-2-0-mini-260428—
API providers18 (best)1
ReleasedDec 2, 2025Feb 14, 2026Dec 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.

  • Ministral 3 3B$1.20
  • Seed 2.0 Mini$0.891
  • Trinity Mini$0.75
04 — Questions

Which should you choose?

Which is better: Ministral 3 3B, Seed 2.0 Mini or Trinity Mini?

Seed 2.0 Mini is the better all-round choice, scoring 80/100 against Ministral 3 3B (74) and Trinity Mini (65). It leads on inputs & features. Trinity Mini wins on price. 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, Ministral 3 3B, Seed 2.0 Mini or Trinity Mini?

Trinity Mini is cheaper at $0.045 input / $0.15 output per million tokens (median across 1 API provider). Seed 2.0 Mini costs $0.03 input / $0.297 output per million tokens (official Volcengine Ark API price); Ministral 3 3B costs $0.10 input / $0.10 output per million tokens (median across 1 API provider). At a typical mix of three input tokens to one output token, that is $0.071 per million tokens for Trinity Mini versus $0.097 for Seed 2.0 Mini (1.4× as much) and $0.10 for Ministral 3 3B (1.4× as much).

Which scores higher on benchmarks?

There is no independent benchmark that covers all three models yet. Ministral 3 3B has not been scored yet, Seed 2.0 Mini 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 Ministral 3 3B, Seed 2.0 Mini 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?

Ministral 3 3B has the largest context window at 262,144 tokens, against 256,000 for Seed 2.0 Mini and 131,072 for Trinity Mini. Maximum output per response: Ministral 3 3B up to 262,144, Seed 2.0 Mini up to 32,000, Trinity Mini up to 131,072 tokens.

Which can read images, PDFs, audio or video?

Ministral 3 3B accepts text and images; Seed 2.0 Mini accepts text, images and video; Trinity Mini accepts text. Seed 2.0 Mini handles the widest range of inputs.

Are any of these open source?

Ministral 3 3B and Trinity Mini publishes its weights (Apache 2.0 and OpenMDW-1.1) and can be self-hosted; Seed 2.0 Mini is proprietary.

Which is newer?

Seed 2.0 Mini is the newest, released Feb 14, 2026. Ministral 3 3B came out Dec 2, 2025; Trinity Mini came out Dec 1, 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 Oct 4, 2026.