ZMIME
Comparison · 2 models · Updated Oct 4, 2026

GPT-5.6 Sol vs Laguna XS.2

GPT-5.6 Sol comes out ahead, 72 to 36 on our weighted score, and it is the cheaper option too.

  1. Our pick

    OpenAI

    GPT-5.6 Sol

    Released Jul 9, 2026

    72/100
    • ECI161.8
    • Price$4.00 / $20.00
    • Context1.05M
  2. Poolside

    Laguna XS.2

    Released Apr 28, 2026

    36/100
    • ECI—
    • Price—
    • Context262K
  3. Add a model

    Make it a three-way comparison.

01 — Verdict

GPT-5.6 Sol is our pick

GPT-5.6 Sol is the better all-round choice, scoring 72/100 against Laguna XS.2 (36). It leads on inputs & features and 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 priceGPT-5.6 SolGPT-5.6 Sol $8.00 per 1M tokens (3:1 blend) · Laguna XS.2 unpriced
  • Longest contextGPT-5.6 SolGPT-5.6 Sol 1,050,000 · Laguna XS.2 262,144 tokens
  • Widest inputsGPT-5.6 SolGPT-5.6 Sol: Text, Images, PDFs · Laguna XS.2: Text
  • Self-hostingLaguna XS.2Publishes downloadable weights
How the score is built
MeasureWeightGPT-5.6 SolLaguna XS.2
Inputs & features60%8035
Context window40%6137
Overall100%72/10036/100

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.

GPT-5.6 Sol vs Laguna XS.2 specifications side by side
SpecificationGPT-5.6 SolOpenAILaguna XS.2Poolside
Capability
Capabilities Index (ECI)161.8—
ECI rank#8 of 148—
GPQA DiamondGraduate-level science questions93.5%—
FrontierMath Tiers 1–3Research-level mathematics89.1%—
OTIS Mock AIME 2024–2025Competition mathematics100%—
SimpleQA VerifiedShort factual questions69.7%—
Price per million tokens
Input$4.00—
Output$20.00—
Cached input$0.40—
Blended (3:1)$8.00—
Long-context rateOver 272K: $8.00 / $30.00—
Price sourceOfficial OpenAI API—
Limits
Context window1,050,000 tokens (best)262,144 tokens
Max output128,000 tokens (best)32,768 tokens
Inputs and features
TextYesYes
ImagesYesNo
PDFsYesNo
AudioNoNo
VideoNoNo
ReasoningYeslow · medium · high · xhigh · maxYes
Tool callingYesYes
Structured outputYesNo
Availability
WeightsProprietaryOpen
API model IDgpt-5.6-sol—
API providers40 (best)1
ReleasedJul 9, 2026Apr 28, 2026
Knowledge cutoffFeb 16, 2026—
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.

  • GPT-5.6 Sol$80.00
  • Laguna XS.2—
04 — Questions

Which should you choose?

Which is better: GPT-5.6 Sol or Laguna XS.2?

GPT-5.6 Sol is the better all-round choice, scoring 72/100 against Laguna XS.2 (36). It leads on inputs & features and 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, GPT-5.6 Sol or Laguna XS.2?

GPT-5.6 Sol is cheaper at $4.00 input / $20.00 output per million tokens (official OpenAI API price). . At a typical mix of three input tokens to one output token, that is $8.00 per million tokens for GPT-5.6 Sol versus . Laguna XS.2 has no published per-token price.

Which scores higher on benchmarks?

There is no independent benchmark that covers both models yet. GPT-5.6 Sol has an ECI of 161.8 and Laguna XS.2 has not been scored yet.

Which is better for coding?

There are no published SWE-bench Verified results for GPT-5.6 Sol and Laguna XS.2 yet, so there is no like-for-like coding score. Test both on a sample of your own tasks. Both support tool calling for agent workflows.

Which has the bigger context window?

GPT-5.6 Sol has the largest context window at 1,050,000 tokens, against 262,144 for Laguna XS.2. Maximum output per response: GPT-5.6 Sol up to 128,000, Laguna XS.2 up to 32,768 tokens.

Which can read images, PDFs, audio or video?

GPT-5.6 Sol accepts text, images and PDFs; Laguna XS.2 accepts text. GPT-5.6 Sol handles the widest range of inputs.

Are any of these open source?

Laguna XS.2 publishes its weights and can be self-hosted; GPT-5.6 Sol is proprietary.

Which is newer?

GPT-5.6 Sol is the newest, released Jul 9, 2026. Laguna XS.2 came out Apr 28, 2026. Knowledge cutoff: GPT-5.6 Sol Feb 16, 2026.

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.