Claude Mythos vs GPT-5.4 vs Gemini 3.1 Pro (2026)
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
| Feature | Claude Mythos | GPT-5.4 | Gemini 3.1 Pro |
|---|---|---|---|
| Status | Early access only | Public | Public |
| By | Anthropic | OpenAI | |
| Released | Leaked Mar 2026 | Mar 2026 | Feb 2026 |
| Capability level | ”Step change” above Opus 4.6 | Frontier | Frontier |
| Autonomous tasks | Multi-step without human input | Thinking mode | Deep Think |
| Safety concern | Cyberattack risk flagged | Standard | Standard |
| Price | Unknown | $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 Case | Best Available |
|---|---|
| Coding | Claude Opus 4.6 (Claude Code) |
| Reasoning | GPT-5.4 Thinking |
| Multimodal | Gemini 3.1 Pro (2M context) |
| Budget | DeepSeek V3/V4 or Gemini 3.1 Pro |
| Autonomous agents | Claude Opus 4.6 (with orchestration) |
When Mythos Launches
If Anthropic follows their pattern:
- More safety testing (weeks to months)
- API access for approved developers first
- Claude.ai integration shortly after
- 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