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Claude Mythos vs GPT-5.4 vs Gemini 3.1 Pro (2026)

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Claude Mythos vs GPT-5.4 vs Gemini 3.1 Pro

Anthropic’s leaked next-gen model vs the current frontier. Here’s what we can compare — and what we can’t.

Last verified: April 2026

What We Know

FeatureClaude MythosGPT-5.4Gemini 3.1 Pro
StatusEarly access onlyPublicPublic
ByAnthropicOpenAIGoogle
ReleasedLeaked Mar 2026Mar 2026Feb 2026
Capability level”Step change” above Opus 4.6FrontierFrontier
Autonomous tasksMulti-step without human inputThinking modeDeep Think
Safety concernCyberattack risk flaggedStandardStandard
PriceUnknown$15/$60 per M tokens$7/$21 per M tokens

What’s Actually Different About Mythos

The key differentiator is autonomous multi-step execution. Current frontier models can:

  • Answer complex questions (all three)
  • Write and debug code (all three)
  • Follow multi-turn conversations (all three)

Mythos reportedly can:

  • Plan and execute multi-step research autonomously — without human checkpoints
  • Self-correct and iterate at a level beyond current models
  • Handle complex workflows that would normally require human orchestration

This is a qualitative leap, not just a benchmark improvement.

The Safety Question

Anthropic’s private warnings to government officials about Mythos enabling cyberattacks suggest the model’s agentic capabilities are significantly more powerful than anything currently available. This aligns with Anthropic’s “Responsible Scaling” approach — flagging risks before release.

Neither OpenAI nor Google have issued similar warnings about GPT-5.4 or Gemini 3.1 Pro.

Current Best Options (Available Now)

While Mythos remains unreleased, here’s what to use today:

Use CaseBest Available
CodingClaude Opus 4.6 (Claude Code)
ReasoningGPT-5.4 Thinking
MultimodalGemini 3.1 Pro (2M context)
BudgetDeepSeek V3/V4 or Gemini 3.1 Pro
Autonomous agentsClaude Opus 4.6 (with orchestration)

When Mythos Launches

If Anthropic follows their pattern:

  1. More safety testing (weeks to months)
  2. API access for approved developers first
  3. Claude.ai integration shortly after
  4. Likely premium pricing above Opus 4.6

The model will likely leapfrog current frontier models on benchmarks — but practical advantage depends on how it handles real-world coding, writing, and reasoning tasks.

Last verified: April 2026