DeepSeek V4 Pro (Max) vs Gemini 3.1 Pro: pricing, Quality, Value, and benchmarks

Buyer access

Pricing, app access, and Conversation Value

• Humanity's Last Exam

  Pass@1

  37.7%

  NVIDIA DeepSeek V4 Pro model card | NVIDIA-hosted model card row for DeepSeek V4 Pro Max; use as sourced provisional benchmark evidence.

• GPQA Diamond

  Pass@1

  90.1%

  NVIDIA DeepSeek V4 Pro model card | NVIDIA-hosted model card row for DeepSeek V4 Pro Max; use as sourced provisional benchmark evidence.

• SWE-Bench Pro

  Software engineering task resolution

  55.4%

  BenchLM AI coding leaderboard | BenchLM May 1, 2026 coding leaderboard row for DeepSeek V4 Pro (Max).

• MRCR v2

  1M long-context

  83.5%

  NVIDIA DeepSeek V4 Pro model card | NVIDIA-hosted model card row for DeepSeek V4 Pro Max.

• Humanity's Last Exam

  Normalized quality input

  46.44%

  Scale Labs Humanity's Last Exam leaderboard | Scale-confirmed HLE row.

• GPQA Diamond

  Normalized quality input

  94.3%

  Google DeepMind Gemini 3.1 Pro comparison table | Vendor-published cross-model comparison table. Treat this as current official evidence, not neutral third-party benchmarking.

• SWE-Bench Pro

  Software engineering task resolution

  54.2%

  DataCamp Claude Opus 4.7 release analysis | Third-party article summarizing vendor-published SWE-Bench Pro launch figures. Treat as vendor-reported until an exact official machine-readable row is available.

• Terminal-Bench 2.0

  Agentic terminal task completion

  80.2%

  Terminal-Bench 2.0 official leaderboard | Official Terminal-Bench 2.0 leaderboard row for TongAgents + Gemini 3.1 Pro; accuracy 80.2% +/- 2.6.

DeepSeek V4 Pro (Max) is published here because it has sourced SWE-Bench Pro evidence and a sourced DeepSeek V4 Pro model record.

DeepSeek V4 Pro (Max) is included in the coding leaderboard because current public sources attach it to SWE-Bench Pro, LiveCodeBench, and related coding-agent benchmarks. Treat the row as benchmark evidence first; regulated and sensitive deployments should review DeepSeek policy, hosting, and data controls before use.

Choose this when you need the highest reasoning ceiling available and can feed it text, images, audio, or video in the same request.

Gemini 3.1 Pro is the ultimate all-in-one creative partner. It does more than chat; it builds. From generating cinematic video and studio-quality music to managing your life through seamless Google Workspace integration, it turns complex tasks into instant results. It is the fastest, most versatile tool for turning ideas into reality without needing a technical degree. True multimodality means it can create stunning video, professional images, and high-fidelity music in seconds. Its massive context window lets it remember entire books or long documents, so you do not have to repeat yourself. It works inside Gmail, Docs, and Drive to automate daily chores. It also delivers high-level reasoning and instant answers without the lag of older models. If you want an AI that acts as a creative studio, personal assistant, and expert researcher all in one subscription, Gemini 3.1 Pro is the gold standard.