Head to head · LLM inference · October 2026 research run
Claude Mythos 5.2 vs Meta Model API
Claude Mythos 5.2 scores 76.1 (BB) on agent readiness against Meta Model API's 52.3 (D), and leads in 6 of 7 scored categories. Both do llm inference.
Best model APIs and inference for AI agents · All 956 models comparisons
Which one, for what
Best for Security and life-science teams whose organisation Anthropic has verified, who want Fable 5.2's capability without the classifiers that send high-risk cyber and biology requests to older models.
Ahead on
- Reliability, 60 against 40
- Schema & documentation, 90 against 60
- Agent ergonomics, 95 against 75
- Security & auth, 92 against 64
- Maintenance & community, 91 against 46
- Transparency & trust, 85 against 53
Also in its favour
- Agent-ready, a grade of BB or better
Watch for
Only for organisations Anthropic verifies, so an agent can't start on it alone
Best for Long-running agent and coding work over text, images, video, audio and PDFs with a 1M-token context, where training must stay off by default.
No category where it leads by five points or more, and no fact that sets it apart.
Watch for
Muse Wonder is labelled a preview, and no deprecation policy or notice period was found
Why the edge
Each category where one leads by five points or more, with the reason behind each side's score from its assessment. The numbers are in the table below; this is what they stand for.
Maintenance & community Claude Mythos 5.2 +45
Claude Mythos 5.2 91
Model reading for claude-mythos-5-2 on the Claude API. Platform facts are the Claude API listing's (anthropic-api, re-read 1 November), carried over as RULES.md allows for a model on an already graded platform. Released 9 November 2026 beside dated release notes several times a week (30). 60 days' minimum notice for retirements, and the model page says retirement not sooner than 9 November 2027 (8 of 12, the Claude API's reading). Model shutdowns kept to notice (8). Support centre and dated notes (15). The sampled SDK issue without a reply, per the 1 October check (5 of 10). Current SDKs (15). Runtimes stated (10). 30 + 8 + 8 + 15 + 5 + 15 + 10 = 91.
Meta Model API 46
Model reading. Muse Wonder launched on 12 October 2026 (30). No deprecation policy or notice period found. All three Muse Spark versions are still served, so no retirement has tested one (0 of 12). Dated launches on the API since 6 August that we read, Muse Image on 25 August, Muse Voice Transcribe on 3 September and Muse Wonder on 12 October (8 of 8). Muse Code leaving beta on 31 August is a separate product and isn't counted. No Model API changelog. A help centre with support tickets, answered 'typically within two business days' by Meta's own account, which we didn't test (8 of 15). No SDK of Meta's own for the API (0 of 15, 0 of 10). 30 + 0 + 8 + 8 + 0 = 46.
Transparency & trust Claude Mythos 5.2 +32
Claude Mythos 5.2 85
Model reading for claude-mythos-5-2 on the Claude API. Platform facts are the Claude API listing's (anthropic-api, re-read 1 November), carried over as RULES.md allows for a model on an already graded platform. Commercial Terms with named contracting parties and Apache 2.0 SDKs (15). Retention stated two ways across the docs and the privacy centre, though for this model the model page is plain that 30 days is required (20 of 30, kept at the platform's reading). Deprecation page with dates, and this model's retirement floor on its page (20). Processing countries and subprocessors named (20). The benchmark figures are Anthropic's own, with no third-party run of this model found on 9 November. 15 + 20 + 20 + 20 = 75.
Meta Model API 53
Closed service with clear terms, under California law with AAA arbitration for Meta Platforms, Inc. and Irish law and courts for Meta Platforms Ireland Limited, with liability capped at the greater of 12 months of fees or $1,000. Muse Glimmer's open weights don't change the hosted service (15). The terms, the models page, the pricing page and the zero-retention help page agree that Standard content isn't used for training and Contributor content may be, but retention periods are not stated outside zero retention, and the privacy policy is Meta's general one (18 of 30). No deprecation policy or dated notices found, and the terms let Meta remove functionality without notice (0). A subprocessor list is linked from the terms but wasn't read, and no data locations were found (8 of 20). 15 + 18 + 0 + 8 = 41.
Schema & documentation Claude Mythos 5.2 +30
Claude Mythos 5.2 90
Model reading for claude-mythos-5-2 on the Claude API. Platform facts are the Claude API listing's (anthropic-api, re-read 1 November), carried over as RULES.md allows for a model on an already graded platform. The SDK-bundled OpenAPI file as half a contract (15 of 25, the Claude API listing's judgement call). llms.txt with Markdown twins (10). The model page, what's new and the migration guide say what changed from Fable 5.1 and what to send and not send (forced tool choice, sampling parameters, computer_20251124 returning 400 except on Bedrock), read 9 November (20). Structured outputs and strict tools GA (15). Documented error types with request_id (15). anthropic-version and dated release notes (15). 15 + 10 + 20 + 15 + 15 + 15 = 90.
Meta Model API 60
No OpenAPI or similar machine-readable contract found. The reference is Markdown pages with schema sections, and /openapi.json paths on dev.meta.ai return 404 (0). llms.txt at dev.meta.ai/llms.txt, and every docs page has a Markdown copy (10). The models page says when to choose Muse Wonder and when Muse Spark, and the tool-calling and structured-output guides state their limits, such as tool_choice only accepting auto and which schema keywords strict allows (16 of 20). JSON Schema tools and output, reasoning_effort an enum from minimal to max, a strict subset that returns 400 when violated, though tool_choice has one value (12 of 15). Curl, Python and TypeScript examples on each page and an error guide covering 400 to 504 with the error envelope, codes and a fix for each (15). Versioned model IDs (muse-spark-1.1 to 1.3, muse-wonder-1.0) and dated launch posts on the developer blog, but no API changelog (7 of 15). 0 + 10 + 16 + 12 + 15 + 7 = 60.
Security & auth Claude Mythos 5.2 +28
Claude Mythos 5.2 92
Model reading for claude-mythos-5-2 on the Claude API. Platform facts are the Claude API listing's (anthropic-api, re-read 1 November), carried over as RULES.md allows for a model on an already graded platform. Workspace-scoped keys with expiry and Workload Identity Federation, no scopes below the workspace (25 of 30). No training on API data without express permission (20). The model requires 30-day retention, is a Covered Model and is outside ZDR unless Anthropic expressly authorises it, per the model page read 9 November, the same as Fable 5.1 (12 of 15). Usage and cost analytics, Compliance API and OpenTelemetry export (15). security.txt, HackerOne and SOC 2, ISO 27001 and ISO 42001 (20). Thinking blocks work only in the account that produced them or one linked to it, per the model page. 25 + 20 + 12 + 15 + 20 = 92.
Meta Model API 64
Model reading. Bearer keys per team, named, shown once and revoked by deletion, with rotation advice. No scopes, read-only keys or per-key limits found (20 of 30). The terms say Meta will not use Content submitted to the Standard Services to train Meta Models, and training applies only to the -contributor model IDs a caller picks. Content may still be used to develop and improve safety and security systems (17 of 20). Retention is 'as needed' for the service, the law, flagged violations and safety review, with no period stated. Zero data retention for qualified accounts through sales, with flagged content kept up to 2 years (10 of 15). The usage dashboard shows tokens and requests per day by model, with no per-key or per-call log found (5 of 15). No security.txt on dev.meta.ai. Meta's bug bounty at bugbounty.meta.com is named in the Muse Code SDK's security policy, and a security commitments page describes TLS 1.2 or later, PCI-DSS card handling and an ISMS, with no named certification for the API (12 of 20). 20 + 17 + 10 + 5 + 12 = 64.
Reliability Claude Mythos 5.2 +20
Claude Mythos 5.2 60
Model reading for claude-mythos-5-2 on the Claude API. Platform facts are the Claude API listing's (anthropic-api, re-read 1 November), carried over as RULES.md allows for a model on an already graded platform. Status page at status.claude.com with component history (20). The last 90 days carry several major and two critical API incidents, among them Fable 5.1 and Mythos 5.1 on 3 September and Fable 5.1 on 23 and 25 October, so 0 for incident history. Rate limits published per model, Fable 5.x at 4,000 requests a minute at the Start tier (15). 429s with retry-after and SDK retries with backoff (15). No SLA on sale (0). The model page lists it as a current model with no preview label (10). 20 + 0 + 15 + 15 + 0 + 10 = 60. Graded by an agent running on Claude, by the same checklist as every other listing.
Meta Model API 40
No status page with readable component history. The error guide's dev.meta.ai/status link now opens a Model API Status page, which showed "Status information is unavailable" to our reader on 4 November, its content drawn by script that we don't request, and the documented GET /v1/status reports only the current state (0). No readable incident history (5). Rate limits published per team and per model, 3,000 RPM and 4,000,000 TPM for muse-wonder-1.0, 150 RPM and 3,000,000 TPM for the contributor variants, 600 background submissions a minute (15). 429 and 503 carry Retry-After (60 seconds for service_overloaded and backend_unavailable), with backoff-with-jitter guidance, rate-limit headers on every token response and a documented mid-stream server_shutting_down event to retry, a generation call read as stateless as gemini-api's (15). No SLA found, and the terms let Meta throttle or suspend access without notice (0). Muse Wonder is labelled a preview. Muse Spark 1.3 carries no preview label, but the API opened on 8 July 2026 as a public preview and we found no general-availability notice, so half (5 of 10, the 12 October partial, kept). 0 + 5 + 15 + 15 + 0 + 5 = 40.
Agent ergonomics Claude Mythos 5.2 +20
Claude Mythos 5.2 95
Model reading for claude-mythos-5-2 on the Claude API. Platform facts are the Claude API listing's (anthropic-api, re-read 1 November), carried over as RULES.md allows for a model on an already graded platform. Tool use with parallel calls, 15 of 20 because tool_choice any or tool returns a 400 invalid_request_error, per the model page read 9 November. Structured outputs (15). Prompt caching with reads at $0.20, 0.025x input, per the pricing page read 9 November (15). 1M context by default and at most, 128K output (15). Batch at half price (10). Official SDKs in seven languages (10). Documented errors, retry-after and retries (15). 15 + 15 + 15 + 15 + 10 + 10 + 15 = 95.
Meta Model API 75
Model reading of the checklist (tool use, structured output, caching, context, batch, SDKs, errors). Tool calls on all three endpoints, parallel calls, tool search with deferred loading, built-in web search and a computer-use tool, but tool_choice accepts only auto, so a call can't be forced or forbidden (15 of 20). Output constrained to the JSON Schema on every surface (15). Automatic prompt caching with no setup, and cached input at 5 per cent of the input price on Muse Wonder (15). 1,048,576-token context on Muse Wonder and every Muse Spark version, with no long-context premium (15). No batch endpoint or discount found. Background responses run asynchronously at the normal price (0). No SDK of Meta's own. The docs use the OpenAI and Anthropic SDKs against compatible endpoints, the same reading as StepFun (0). OpenAI-style error envelope with type and code, per-status fixes and named retryable codes (15). 15 + 15 + 15 + 15 + 0 + 0 + 15 = 75.
Score by category
| Category | Weight this run | Claude Mythos 5.2 | Meta Model API | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 60 | 40 | Claude Mythos 5.2 +20 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 90 | 60 | Claude Mythos 5.2 +30 |
| Agent ergonomics | 13%16.2 | 95 | 75 | Claude Mythos 5.2 +20 |
| Security & auth | 14%17.5 | 92 | 64 | Claude Mythos 5.2 +28 |
| Payments & pricing | 10%12.5 | 20 | 20 | even |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 91 | 46 | Claude Mythos 5.2 +45 |
| Transparency & trust | 7%8.8 | 85 | 53 | Claude Mythos 5.2 +32 |
| Negative events | ≤15 | 0 | 0 | |
| Total | BB 76.1/100 | D 52.3/100 |
Facts side by side
| Fact | Claude Mythos 5.2 | Meta Model API |
|---|---|---|
| Kind | Model API | Model API |
| Vendor | Anthropic | Meta |
| Hosted endpoint | https://api.anthropic.com/v1 | https://api.meta.ai/v1 |
| Transports | HTTP | |
| Auth | API key | API key |
| Pricing | Pay per use | Pay per use |
| x402 | no | no |
| Licence | Closed model, used through the Claude API and cloud platforms under Anthropic's Commercial Terms of Service | Closed service under the Meta Model API Terms of Service (last updated 9 October 2026), with Meta Platforms, Inc., or Meta Platforms Ireland Limited in the European Region, as the contracting party. |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| Last release | 2026-11-09 | 2026-10-12 |
| Terms last updated | no date given | 2026-10-02 |
| Privacy policy last updated | no date given | couldn't be read |
| Customer content may train models | yes, with an opt-out | yes |
| Terms restrict automated access | not found in the text | not found in the text |
| Terms restrict benchmarking | yes | yes |
| Terms or service can change without notice | not found in the text | not found in the text |
| Arbitration or class-action waiver | yes | yes |
How the scores have moved
Claude Mythos 5.2
No score change since it was listed.
Verdicts
Claude Mythos 5.2
Fable 5.2 without Fable's stronger cyber and biology safeguards, for verified security and life-science teams, on the same mature API at $8 and $40 per million tokens. Most agents can't use it, since access depends on Anthropic approving the organisation, and it requires 30-day retention.
Meta Model API
Meta Model API serves Muse Wonder, in preview since 12 October 2026, and Muse Spark with 1M-token context, constrained JSON Schema output, automatic prompt caching and per-token prices published without a login. Standard-mode content is not used for training. There's no free allowance, status history, OpenAPI file, deprecation policy or way to force a tool call.
Before you call either
Claude Mythos 5.2
- Confirm your organisation is verified before routing work here; otherwise use claude-fable-5-2
- Call https://api.anthropic.com/v1/messages with model claude-mythos-5-2 and your key
- Steer thinking with the effort parameter (default high); don't send temperature, top_p or top_k
- Don't force a tool with tool_choice any or tool; describe the tool and let the model choose
- Thinking blocks from it are read only by Fable 5.2 and Mythos 5.2, so keep them out of other models' context
- Check data retention before sending regulated data, since 30 days is required
Meta Model API
- Use
muse-wonder-1.0for long multi-step work andmuse-spark-1.3for cheaper, high-volume calls. Both take the same requests - Keep personal or confidential data away from
-contributormodel IDs. Meta may train on that content - Honour Retry-After on 429 and 503, which is 60 seconds for
service_overloaded, and checkGET https://api.meta.ai/v1/status, which needs no key - Pass the key to the OpenAI SDK explicitly or set
OPENAI_API_KEY. The SDK doesn't readMODEL_API_KEY - Leave
tool_choiceatauto. The docs saynoneandrequiredare not supported
Questions
Which is better for AI agents, Claude Mythos 5.2 or Meta Model API?
Claude Mythos 5.2 scores 76.1 (BB) on agent readiness against Meta Model API's 52.3 (D), and leads in 6 of 7 scored categories.
Do Claude Mythos 5.2 and Meta Model API need an API key?
Both need an API key.
Can an agent call Claude Mythos 5.2 and Meta Model API without installing anything?
Yes. Claude Mythos 5.2 has a hosted endpoint at https://api.anthropic.com/v1 and Meta Model API at https://api.meta.ai/v1.
Other comparisons with Claude Mythos 5.2 or Meta Model API
- Amazon Bedrock vs Claude Mythos 5.2
- Amazon Bedrock vs Meta Model API
- Claude API vs Claude Mythos 5.2
- Claude API vs Meta Model API
- Antseed vs Claude Mythos 5.2
- Antseed vs Meta Model API
- Azure OpenAI in Foundry Models vs Claude Mythos 5.2
- Azure OpenAI in Foundry Models vs Meta Model API
- BlockRun.AI vs Claude Mythos 5.2
- BlockRun.AI vs Meta Model API
- Cerebras Inference vs Claude Mythos 5.2
- Cerebras Inference vs Meta Model API
- Claude Fable 5.2 vs Claude Mythos 5.2
- Claude Fable 5.2 vs Meta Model API
- Claude Mythos 5.2 vs Cloudflare AI Gateway
- Claude Mythos 5.2 vs Cloudflare Workers AI
- Claude Mythos 5.2 vs Cohere Chat API (Command models)
- Claude Mythos 5.2 vs DeepInfra
- Claude Mythos 5.2 vs DeepSeek API
- Claude Mythos 5.2 vs Eden AI
- Claude Mythos 5.2 vs Glimpse
- Claude Mythos 5.2 vs Fireworks AI Inference
- Claude Mythos 5.2 vs Gemini Developer API
- Claude Mythos 5.2 vs GroqCloud
- Claude Mythos 5.2 vs Hugging Face Inference Providers
- Claude Mythos 5.2 vs Inkling 2 Small
- Claude Mythos 5.2 vs Jais 3
- Claude Mythos 5.2 vs MiniMax API
- Claude Mythos 5.2 vs Mistral AI API
- Claude Mythos 5.2 vs Muse Ember
- Claude Mythos 5.2 vs Muse Spark Open
- Claude Mythos 5.2 vs Nemotron 3.5 Super VL
- Claude Mythos 5.2 vs Novita AI
- Claude Mythos 5.2 vs OpenAI API
- Claude Mythos 5.2 vs OpenRouter
- Claude Mythos 5.2 vs Prism Inference
- Claude Mythos 5.2 vs Router.com (Ramp Router)
- Claude Mythos 5.2 vs Beam 1.0
- Claude Mythos 5.2 vs RouterPlus
- Claude Mythos 5.2 vs SambaCloud
- Claude Mythos 5.2 vs SiliconFlow
- Claude Mythos 5.2 vs Simplismart
- Claude Mythos 5.2 vs StepFun API
- Claude Mythos 5.2 vs SWE-2 Flash
- Claude Mythos 5.2 vs Tencent Cloud TokenHub
- Claude Mythos 5.2 vs Together AI Inference
- Claude Mythos 5.2 vs Vercel AI Gateway
- Claude Mythos 5.2 vs Vertex AI (Gemini Enterprise Agent Platform)
- Claude Mythos 5.2 vs xAI API (Grok)
- Cloudflare AI Gateway vs Meta Model API
- Cloudflare Workers AI vs Meta Model API
- Cohere Chat API (Command models) vs Meta Model API
- DeepInfra vs Meta Model API
- DeepSeek API vs Meta Model API
- Eden AI vs Meta Model API
- Glimpse vs Meta Model API
- Fireworks AI Inference vs Meta Model API
- Gemini Developer API vs Meta Model API
- GroqCloud vs Meta Model API
- Hugging Face Inference Providers vs Meta Model API
- Inkling 2 Small vs Meta Model API
- Jais 3 vs Meta Model API
- Meta Model API vs MiniMax API
- Meta Model API vs Mistral AI API
- Meta Model API vs Muse Ember
- Meta Model API vs Muse Spark Open
- Meta Model API vs Nemotron 3.5 Super VL
- Meta Model API vs Novita AI
- Meta Model API vs OpenAI API
- Meta Model API vs OpenRouter
- Meta Model API vs Prism Inference
- Meta Model API vs Router.com (Ramp Router)
- Meta Model API vs Beam 1.0
- Meta Model API vs RouterPlus
- Meta Model API vs SambaCloud
- Meta Model API vs SiliconFlow
- Meta Model API vs Simplismart
- Meta Model API vs StepFun API
- Meta Model API vs SWE-2 Flash
- Meta Model API vs Tencent Cloud TokenHub
- Meta Model API vs Together AI Inference
- Meta Model API vs Vercel AI Gateway
- Meta Model API vs Vertex AI (Gemini Enterprise Agent Platform)
- Meta Model API vs xAI API (Grok)
Disclosure
Anthropic makes the models this research run and the review panel run on. This listing was graded by an agent running on Claude, by the same published checklist as every other listing, from Anthropic's own pages and the Claude API listing's platform readings, with every judgement call written in the note. The panel reviews Anthropic's listings at our founder's request, and every review carries a conflict label, because every reviewer and the arbiter run on Claude.
Machine-readable
- This page as Markdown
/compare/claude-mythos-5-2-vs-meta-model-api.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/claude-mythos-5-2.json·/api/v1/tools/meta-model-api.json - From a terminal
anchor compare claude-mythos-5-2 meta-model-api(the CLI) - Over MCP
compare_tools {"a": "claude-mythos-5-2", "b": "meta-model-api"}at/mcp, no key