LLM Reference

Gemini 3.5 Pro vs GPT-5.6 Sol

GPT-5.6 Sol and Gemini 3.5 Pro can be a useful cross-lab comparison, but Gemini 3.5 Pro's current public API and Vertex availability should be rechecked before treating this as a production decision page. GPT-5.6 Sol is OpenAI's July 2026 GA frontier route with confirmed ChatGPT, Codex, and API access. Gemini 3.5 Pro remains a secondary route in local seed data with limited-preview or GA-pending status depending on provider surface.

Use GPT-5.6 Sol when you need a confirmed OpenAI GA frontier route with July 2026 launch evidence. Treat Gemini 3.5 Pro as optional cross-lab context only after verifying current Gemini Pro API or Vertex availability and pricing on your route. Do not fill missing Gemini 3.5 Pro data from Gemini 3.5 Flash or Gemini 3.1 rows.

Decision scorecard

Local evidence first
SignalGemini 3.5 ProGPT-5.6 Sol
Best forreasoning-heavy apps, multimodal apps, and long-context analysisreasoning-heavy apps, multimodal apps, and tool-calling agents
Decision fitLong context and VisionCoding, RAG, and Agents
Context window2m1.05m
Cheapest output-$30/1M tokens
Provider routes0 tracked2 tracked
Shared benchmarks0 shared0 shared

Decision tradeoffs

Choose Gemini 3.5 Pro when...
  • Gemini 3.5 Pro has the larger context window for long prompts, retrieval packs, or transcript analysis.
  • Local decision data tags Gemini 3.5 Pro for Long context and Vision.
Choose GPT-5.6 Sol when...
  • GPT-5.6 Sol has broader tracked provider coverage for fallback and procurement flexibility.
  • GPT-5.6 Sol uniquely exposes Function calling, Tool use, and Code execution in local model data.
  • Local decision data tags GPT-5.6 Sol for Coding, RAG, and Agents.

Monthly cost at traffic

Estimate token spend from the cheapest tracked input and output route or tier on this page.

Gemini 3.5 Pro

Unavailable

No complete token price in local provider data

GPT-5.6 Sol

$11,500

Cheapest tracked route/tier: OpenAI API 0-272K input tokens

Cost delta unavailable until both models have sourced input and output token prices.

Switch friction

Gemini 3.5 Pro -> GPT-5.6 Sol
  • No overlapping tracked provider route is sourced for Gemini 3.5 Pro and GPT-5.6 Sol; plan for SDK, billing, or endpoint changes.
  • GPT-5.6 Sol adds Function calling, Tool use, and Code execution in local capability data.
GPT-5.6 Sol -> Gemini 3.5 Pro
  • No overlapping tracked provider route is sourced for GPT-5.6 Sol and Gemini 3.5 Pro; plan for SDK, billing, or endpoint changes.
  • Check replacement coverage for Function calling, Tool use, and Code execution before moving production traffic.

Specs

Specification
Released2026-05-192026-07-09
Context window2m1.05m
Parameters
Architecture-Decoder Only
LicenseProprietaryProprietary
OpennessProprietaryProprietary
WeightsNot releasedNot released
CodeUnknownUnknown
Commercial useCommercial use: conditionalCommercial use: conditional
Knowledge cutoff--

Pricing and availability

Pricing attributeGemini 3.5 ProGPT-5.6 Sol
Input price-
0-272K input tokens
$5/1M tokens
Standard GPT-5.6 Sol token pricing before the long-context surcharge threshold.
272K+ input tokens
$10/1M tokens
Long-context surcharge applies above 272K input tokens for the full request.
Output price-
0-272K input tokens
$30/1M tokens
Standard GPT-5.6 Sol token pricing before the long-context surcharge threshold.
272K+ input tokens
$45/1M tokens
Long-context surcharge applies above 272K input tokens for the full request.
Providers-

Capabilities

CapabilityGemini 3.5 ProGPT-5.6 Sol
VisionYesYes
MultimodalYesYes
ReasoningYesYes
Function callingNoYes
Tool useNoYes
Structured outputsNoNo
Code executionNoYes
IDE integrationNoNo
Computer useNoNo
Parallel agentsNoNo

Benchmarks

No shared benchmark scores are currently available for this pair.

Deep dive

Availability discipline comes first. OpenAI says GPT-5.6 is GA on July 9, 2026. Google's May 19 Gemini 3.5 family post introduced the lineup, but local seed still treats Gemini 3.5 Pro as needing a fresh availability and pricing check before hub-level promotion.

Do not borrow Flash or 3.1 Pro evidence for Gemini 3.5 Pro claims. This route should stay source-labeled and conservative until current Gemini Pro docs confirm public API pricing and model IDs.

When both routes are callable, compare context fit, multimodal/agent tooling, and independently sourced benchmark rows rather than launch-marketing tables alone.

For most July 2026 frontier intent, GPT-5.6 Sol versus Grok 4.5 or Claude Fable 5 is the higher-confidence comparison set; keep this Gemini route secondary until Gemini 3.5 Pro status is verified.

FAQ

Is Gemini 3.5 Pro generally available?

Not enough to assume from the May 19 Google post alone. Verify current Gemini 3.5 Pro API or Vertex availability and pricing on your provider route before production. GPT-5.6 Sol is confirmed GA across OpenAI surfaces as of July 9, 2026.

Can I use Gemini 3.5 Flash data for Pro comparisons?

No. Flash and Pro are distinct SKUs with different pricing and benchmark context. Do not substitute Flash rows or Gemini 3.1 Pro evidence for Gemini 3.5 Pro claims.

Which model has more context?

GPT-5.6 Sol lists a 1.05M-token context window in local seed data. Compare Gemini 3.5 Pro context only from current Google docs once the Pro route is verified live on your stack.

Which model is better for multimodal agent work?

GPT-5.6 Sol has confirmed multimodal input and July 2026 OpenAI GA agent rows. Judge Gemini 3.5 Pro on current Google Pro documentation and your own tests after availability is confirmed, not on Flash marketing rows.

Continue comparing

Last reviewed: 2026-07-09. Data sourced from public model cards and provider documentation.