Claude Opus 4.8 vs Gemini 3.0 Flash
Anthropic Claude Opus 4.8 | Google Gemini 3.0 Flash | |
|---|---|---|
| Overview | ||
| Company | Anthropic | |
| Release date | May 28 2026 | Dec 17 2025 |
| Access | Proprietary | Proprietary |
| Specifications | ||
Context window | 1M | — |
| Benchmarks | ||
Nonsense detection BullshitBench v2Given a confidently-worded but nonsensical prompt, does the AI spot that it makes no sense and push back — instead of playing along and inventing an answer? The score is how often it clearly called out the nonsense. Higher is better. | 95% | — |
Agentic coding SWE-Bench ProCan the AI fix real bugs in real software? It's handed actual problems from open-source projects and has to write code that genuinely solves them. Higher is better. | 69.2%Best | 49.6% |
Coding SWE-Bench VerifiedReal coding tasks pulled from open-source projects — the AI has to find and fix actual bugs. A human-checked version of the original SWE-Bench. Higher is better. | — | 78% |
Multilingual coding SWE-Bench MultilingualLike SWE-Bench, but the coding problems span many programming languages, not just one. Tests how broadly the AI can code. Higher is better. | 84.4% | — |
Agentic coding CursorBench v3.1Cursor's own test of harder, real-world coding tasks inside a code editor. Higher is better. | 63.8% | — |
Agentic coding DeepSWE 1.0Artificial Analysis' independent test of deep, agentic software-engineering work — the AI has to plan and carry out substantial coding tasks end to end. Higher is better. | 55.8% | — |
Next.js coding Next.js EvalsVercel's open eval of how well AI coding agents build and migrate real Next.js apps — measured as the share of tasks the agent completes successfully. Higher is better. | 88% | — |
Agentic terminal coding Terminal-Bench 2.1Can the AI work in a command-line terminal — running commands and finishing technical setup tasks the way a developer would? Higher is better. | 74.6%Best | 58% |
Multi-step tool use MCP AtlasCan the AI chain together many tools and steps to complete one bigger task, rather than doing just a single thing? Higher is better. | — | 62% |
General tool use ToolathlonTests how well the AI uses everyday real-world tools and apps to get things done. Higher is better. | — | 49.4% |
Web browsing BrowseCompCan the AI browse the web and track down hard-to-find answers? Higher is better. | 84.3% | — |
Multidisciplinary reasoning Humanity's Last Exam · no toolsHumanity's Last Exam — extremely hard expert questions across many subjects, written so you can't just look up the answer. “No tools” means the AI answers on its own. Higher is better. | 49.8%Best | 33.7% |
Multidisciplinary reasoning Humanity's Last Exam · with toolsHumanity's Last Exam — extremely hard expert questions across many subjects. “With tools” means the AI is allowed to search the web or run code while answering. Higher is better. | 57.9% | — |
Abstract reasoning ARC-AGI-2Puzzle-style tests of abstract reasoning and pattern-finding — the kind of thing people find easy but AIs often struggle with. Higher is better. | — | 33.6% |
Science GPQA DiamondGraduate-level science questions in biology, physics, and chemistry — hard enough that subject-matter PhDs score around 65%. Higher is better. | — | 90.4% |
Agentic computer use OSWorld-VerifiedCan the AI actually operate a computer — clicking, typing, and using real apps — to finish tasks on its own? Higher is better. | 83.4%Best | 65.1% |
Agentic financial analysis Finance Agent v2Tests the AI on real financial-analysis work, like digging through reports and making sound decisions. Higher is better. | 53.9%Best | 42.6% |
Agentic legal work Harvey's Legal Agent BenchmarkHarvey's test of whether an AI agent can complete real legal work — drafting and reviewing documents, working with spreadsheets and presentations, and navigating files the way a lawyer's assistant would. Higher is better. | 9.58% | — |
Tax questions TaxEval v2A set of real tax questions created by Vals AI — can the AI give accurate answers about tax rules and filings? Higher is better. | 75.63% | — |
Medical admin work MedScribeCan the AI support doctors with their administrative work, like notes and paperwork? Created by Vals AI. Higher is better. | 85.75% | — |
Knowledge work GDPval-AAMeasures how well the AI does economically valuable knowledge work, judged against human experts. Shown as a rating (like a chess Elo) — higher is better. | 1890Best | 1204 |
Chart reasoning CharXiv ReasoningCan the AI read and reason about complex charts and figures, not just text? Higher is better. | — | 80.3% |
Multimodal reasoning MMMU-ProA tougher version of MMMU — college-level questions that mix images, diagrams, and text together. Higher is better. | — | 81.2% |
Spatial reasoning Blueprint-Bench 2Can the AI reason about space and layout — for example, understanding a floor plan or blueprint? Higher is better. | — | 0% |
Long context MRCR v2 (8-needle) · 128k averageTests whether the AI can find specific details buried inside a very long document (around 128k tokens — roughly a long book). Higher is better. | — | 67.2% |
Long context MRCR v2 (8-needle) · 1M pointwiseTests whether the AI can find specific details buried inside an enormous document (around 1 million tokens — many books). Higher is better. | — | 22.1% |
Community preference Arena Elo (Text)Real people chat with two anonymous AIs side by side and vote for the answer they prefer. Votes become a chess-style Elo rating on arena.ai — it measures which AI people actually like, not test scores. Higher is better. | 1482 | — |
Community preference (code) Arena Elo (Code)Like the text arena, but people vote on which AI writes better code. The votes become a chess-style Elo rating on arena.ai. Higher is better. | 1560Best | 1437 |
| Timeline | ||
| Release gap | Gemini 3.0 Flash shipped 162 days before Claude Opus 4.8 | |
Which is better: Claude Opus 4.8 or Gemini 3.0 Flash?
Claude Opus 4.8 leads Gemini 3.0 Flash on 7 of the 7 benchmarks they both report. Gemini 3.0 Flash shipped 162 days before Claude Opus 4.8, so benchmark comparisons should account for the intervening progress.
Published specifications for these two models are limited — see each model page for the latest details.
On SWE-Bench Pro, Claude Opus 4.8 leads at 69.2% vs Gemini 3.0 Flash at 49.6%. On Terminal-Bench 2.1, Claude Opus 4.8 leads at 74.6% vs Gemini 3.0 Flash at 58%. On Humanity's Last Exam · no tools, Claude Opus 4.8 leads at 49.8% vs Gemini 3.0 Flash at 33.7%. On OSWorld-Verified, Claude Opus 4.8 leads at 83.4% vs Gemini 3.0 Flash at 65.1%. On Finance Agent v2, Claude Opus 4.8 leads at 53.9% vs Gemini 3.0 Flash at 42.6%. On GDPval-AA, Claude Opus 4.8 leads at 1890 vs Gemini 3.0 Flash at 1204. On Arena Elo (Code), Claude Opus 4.8 leads at 1560 vs Gemini 3.0 Flash at 1437.
Frequently asked questions
Claude Opus 4.8 was released by Anthropic on May 28 2026.
Gemini 3.0 Flash was released by Google on Dec 17 2025.
Claude Opus 4.8 leads on SWE-Bench Pro — Claude Opus 4.8 69.2% vs Gemini 3.0 Flash 49.6%.
Claude Opus 4.8 leads on Humanity's Last Exam · no tools — Claude Opus 4.8 49.8% vs Gemini 3.0 Flash 33.7%.
Other comparisons
Claude Opus 4.8 vs GPT-5.6 SolGemini 3.0 Flash vs GPT-5.6 SolClaude Opus 4.8 vs Muse Spark 1.1Gemini 3.0 Flash vs Muse Spark 1.1Claude Opus 4.8 vs Grok 4.5Gemini 3.0 Flash vs Grok 4.5Claude Opus 4.8 vs DeepSeek-V4-ProGemini 3.0 Flash vs DeepSeek-V4-ProClaude Opus 4.8 vs Mistral Medium 3.5Gemini 3.0 Flash vs Mistral Medium 3.5Claude Opus 4.8 vs Kimi K2.7 CodeGemini 3.0 Flash vs Kimi K2.7 Code