Claude Haiku 4.5vsGPT-5.6 Terra
Claude Haiku 4.5 | GPT-5.6 Terra | |
|---|---|---|
| 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. | 77%Best | 53% |
Prompt injection robustness Gray Swan IPI · k = 1Attackers hide malicious instructions inside content the AI reads — a web page, an email, a document — and try to hijack what it does. Gray Swan's indirect prompt injection benchmark measures how often such an attack succeeds when the attacker gets a single try. Lower is better. | — | 5.4% |
Prompt injection robustness Gray Swan IPI · k = 10Attackers hide malicious instructions inside content the AI reads — a web page, an email, a document — and try to hijack what it does. This variant gives the attacker 10 tries and counts an attack as successful if any of them works. Lower is better. | — | 26% |
Prompt injection robustness Gray Swan IPI · k = 15Attackers hide malicious instructions inside content the AI reads — a web page, an email, a document — and try to hijack what it does. This variant gives the attacker 15 tries and counts an attack as successful if any of them works. Lower is better. | — | 30.4% |
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. | 73.3% | — |
Agentic coding CursorBench v3.2Cursor's own test of harder, real-world coding tasks inside a code editor, on the refreshed v3.2 task set. Scores aren't comparable with v3.1. Higher is better. | — | 64.9% |
Agentic computer work Frontier-Bench v0.1A hard, ever-evolving set of real computer tasks — coding, system administration, data work, and more — that an AI agent has to complete on its own. Run by the Harbor / Laude Institute team as the successor to Terminal-Bench (v0.1 is the first release of the task set). The score is the share of tasks solved. Higher is better. | — | 20.8% |
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. | — | 84.3% |
Science GPQA DiamondGraduate-level science questions in biology, physics, and chemistry — hard enough that subject-matter PhDs score around 65%. Higher is better. | 73% | — |
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. | — | 1467 |
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. | — | 1526 |
| Overview | ||
| Company | Anthropic | OpenAI |
| Release date | Oct 15 2025 | Jun 26 2026 |
| Access | Proprietary | Proprietary |
Which is better: Claude Haiku 4.5 or GPT-5.6 Terra?
Claude Haiku 4.5 leads GPT-5.6 Terra on 1 of the 1 benchmark they both report (BullshitBench v2). Claude Haiku 4.5 shipped 254 days before GPT-5.6 Terra, 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 BullshitBench v2, Claude Haiku 4.5 leads at 77% vs GPT-5.6 Terra at 53%.
Frequently asked questions
Claude Haiku 4.5 was released by Anthropic on Oct 15 2025.
GPT-5.6 Terra was released by OpenAI on Jun 26 2026.
Other comparisons
Claude Haiku 4.5vsGemini 3.6 FlashGPT-5.6 TerravsGemini 3.6 FlashClaude Haiku 4.5vsMuse GlimmerGPT-5.6 TerravsMuse GlimmerClaude Haiku 4.5vsGrok 4.5GPT-5.6 TerravsGrok 4.5Claude Haiku 4.5vsDeepSeek-V4-Flash-0731GPT-5.6 TerravsDeepSeek-V4-Flash-0731Claude Haiku 4.5vsMistral Medium 3.5GPT-5.6 TerravsMistral Medium 3.5Claude Haiku 4.5vsKimi K3GPT-5.6 TerravsKimi K3