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Comparison · 2 models · Updated Oct 4, 2026

Trinity Nano Preview vs DeepSeek OCR 2

Trinity Nano Preview comes out ahead, 25 to 15 on our weighted score.

  1. Our pick

    Arcee AI

    Trinity Nano Preview

    Released Dec 1, 2025

    25/100
    • ECI—
    • Price—
    • Context131K
    Full specs Remove Trinity Nano Preview

  2. DeepSeek

    DeepSeek OCR 2

    Released Jan 27, 2026

    15/100
    • ECI—
    • Price$0.89 / $1.47
    • Context8K
    Full specs Remove DeepSeek OCR 2

  3. Add a model

    Make it a three-way comparison.

01 — Verdict

Trinity Nano Preview is our pick

Trinity Nano Preview is the better all-round choice, scoring 25/100 against DeepSeek OCR 2 (15). It leads on context window. The score weighs inputs & features 60%, context window 40%. 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 priceDeepSeek OCR 2DeepSeek OCR 2 $1.03 per 1M tokens (3:1 blend) · Trinity Nano Preview unpriced
  • Longest contextTrinity Nano PreviewTrinity Nano Preview 131,072 · DeepSeek OCR 2 8,192 tokens
  • Widest inputsDeepSeek OCR 2Trinity Nano Preview: Text · DeepSeek OCR 2: Text, Images
  • Self-hostingAll open weightsEvery model here can be downloaded and run on your own hardware
How the score is built
MeasureWeightTrinity Nano PreviewDeepSeek OCR 2
Inputs & features60%2525
Context window40%240
Overall100%25/10015/100

Left out because at least one model lacks the data: capability and price. 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.

Trinity Nano Preview vs DeepSeek OCR 2 specifications side by side
SpecificationTrinity Nano PreviewArcee AIDeepSeek OCR 2DeepSeek
Capability
Capabilities Index (ECI)——
ECI rank——
Price per million tokens
Input—$0.89
Output—$1.47
Cached input——
Blended (3:1)—$1.03
Long-context rate—Same rate
Price source—Median of 1 providers
Limits
Context window131,072 tokens (best)8,192 tokens
Max output131,072 tokens (best)8,192 tokens
Inputs and features
TextYesYes
ImagesNoYes
PDFsNoNo
AudioNoNo
VideoNoNo
ReasoningNoNo
Tool callingYesNo
Structured outputNoNo
Availability
WeightsOpenOpenMDW-1.1Open
API model ID——
API providers—2
ReleasedDec 1, 2025Jan 27, 2026
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.

  • Trinity Nano Preview—
  • DeepSeek OCR 2$11.83
04 — Questions

Which should you choose?

Which is better: Trinity Nano Preview or DeepSeek OCR 2?

Trinity Nano Preview is the better all-round choice, scoring 25/100 against DeepSeek OCR 2 (15). It leads on context window. The score weighs inputs & features 60%, context window 40%. None of the shared benchmarks cover every model here yet, so capability is left out of this verdict.

Which is cheaper, Trinity Nano Preview or DeepSeek OCR 2?

DeepSeek OCR 2 is cheaper at $0.89 input / $1.47 output per million tokens (median across 1 API provider). . At a typical mix of three input tokens to one output token, that is $1.03 per million tokens for DeepSeek OCR 2 versus . Trinity Nano Preview has no published per-token price.

Which scores higher on benchmarks?

There is no independent benchmark that covers both models yet. Trinity Nano Preview has not been scored yet and DeepSeek OCR 2 has not been scored yet.

Which is better for coding?

There are no published SWE-bench Verified results for Trinity Nano Preview and DeepSeek OCR 2 yet, so there is no like-for-like coding score. Test both on a sample of your own tasks. Note that DeepSeek OCR 2 does not support tool calling, which most coding agents need.

Which has the bigger context window?

Trinity Nano Preview has the largest context window at 131,072 tokens, against 8,192 for DeepSeek OCR 2. Maximum output per response: Trinity Nano Preview up to 131,072, DeepSeek OCR 2 up to 8,192 tokens.

Which can read images, PDFs, audio or video?

Trinity Nano Preview accepts text; DeepSeek OCR 2 accepts text and images. DeepSeek OCR 2 handles the widest range of inputs.

Are any of these open source?

Yes, both publish their weights (OpenMDW-1.1), so you can self-host them.

Which is newer?

DeepSeek OCR 2 is the newest, released Jan 27, 2026. Trinity Nano Preview 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.

05 — Keep comparing

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