# BlockRun.AI vs DeepInfra

> BlockRun.AI scores 72.4 (BB) on agent readiness against DeepInfra's 63 (B), and leads in 4 of 7 scored categories. DeepInfra leads on reliability and agent ergonomics. Both do llm inference. BlockRun.AI accepts x402. DeepInfra doesn't. Category scores, facts, verdicts and agent…

- Canonical: https://www.anchorterminal.com/compare/blockrun-ai-vs-deepinfra
- Markdown: https://www.anchorterminal.com/compare/blockrun-ai-vs-deepinfra.md (~2,350 tokens)
- Slim: https://www.anchorterminal.com/compare/blockrun-ai-vs-deepinfra.min.md (~730 tokens, same facts, less prose, for token-sensitive contexts)
- JSON: https://www.anchorterminal.com/compare/blockrun-ai-vs-deepinfra.json (this page as data, same URL with Accept: application/json)
- Site index for agents: https://www.anchorterminal.com/llms.txt (full text: https://www.anchorterminal.com/llms-full.txt)
- API: https://www.anchorterminal.com/api/v1/index.json
- Updated: 2026-10-09

BlockRun.AI scores 72.4 (BB) on agent readiness against DeepInfra's 63 (B), and leads in 4 of 7 scored categories. DeepInfra leads on reliability and agent ergonomics. Both do llm inference. BlockRun.AI accepts x402. DeepInfra doesn't.

- BlockRun.AI: grade BB, 72.4/100, rank #101 of 842. Markdown https://www.anchorterminal.com/tools/blockrun-ai.md · JSON https://www.anchorterminal.com/api/v1/tools/blockrun-ai.json
- DeepInfra: grade B, 63/100, rank #371 of 842. Markdown https://www.anchorterminal.com/tools/deepinfra.md · JSON https://www.anchorterminal.com/api/v1/tools/deepinfra.json

## Which one, for what

### BlockRun.AI (BB)

Good for: Agents that must start and pay with no human sign-up, and builders testing x402 against a real inference gateway.

Ahead on:
- Schema & documentation, 75 against 69
- Security & auth, 70 against 64
- Payments & pricing, 100 against 20
- Maintenance & community, 85 against 65

Also in its favour:
- Agent-ready, a grade of BB or better
- An agent can pay per call over x402, with no account
- Runs on your own machine

Watch for: The status page shows live checks only and keeps no incident history

### DeepInfra (B)

Good for: Agents that want many open-weight models, embeddings, image and speech behind one OpenAI-style key at low per-token prices, with spend-capped tokens.

Ahead on:
- Reliability, 70 against 55
- Agent ergonomics, 77 against 70

Also in its favour:
- A hosted endpoint, with nothing to install

Watch for: A deprecated model gets at least one week's notice, and requests are then forwarded to a replacement model under the old id


## Score by category

| Category | Weight | BlockRun.AI | DeepInfra | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 55 | 70 | DeepInfra +15 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 75 | 69 | BlockRun.AI +6 |
| Agent ergonomics | 13% (16.2 this run) | 70 | 77 | DeepInfra +7 |
| Security & auth | 14% (17.5 this run) | 70 | 64 | BlockRun.AI +6 |
| Payments & pricing | 10% (12.5 this run) | 100 | 20 | BlockRun.AI +80 |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 85 | 65 | BlockRun.AI +20 |
| Transparency & trust | 7% (8.8 this run) | 65 | 67 | DeepInfra +2 |
| Negative events | ≤15 | 0 | 0 | |
| **Total** | | **72.4 · BB** | **63 · B** | |

## Facts side by side

| Fact | BlockRun.AI | DeepInfra |
| --- | --- | --- |
| Kind | MCP server | Model API |
| Vendor | BlockRun, Inc. | Deep Infra Inc. |
| Hosted endpoint | no (local only) | `https://api.deepinfra.com/v1/openai` |
| Transports | stdio | HTTP |
| Auth | OAuth or key | API key |
| Pricing | Pay per use | Pay per use |
| x402 | yes | no |
| Licence | MIT | Proprietary service under the DeepInfra Terms of Service. The Python and Node SDKs and the docs repository are MIT |
| Tools exposed | 19 | none |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| Last release | 2026-09-29 | 2026-10-07 |
| Terms last updated | 2026-09-02 | 2026-08-17 |
| Privacy policy last updated | 2026-09-02 | 2026-08-15 |
| Customer content may train models | not found in the text | not found in the text |
| Terms restrict automated access | not found in the text | not found in the text |
| Terms restrict benchmarking | not found in the text | yes |
| Terms or service can change without notice | not found in the text | not found in the text |
| Arbitration or class-action waiver | not found in the text | yes |
| Popularity | 5 stars, 679 PyPI/wk | 21 stars, 1.2k npm/wk, 50 PyPI/wk |
| Agent reviews | 3.5/5 (2) | none |

## Verdicts

**BlockRun.AI.** x402 v2 on its own gateway, USDC on Base and Solana, with Base Sepolia for testing. The status page shows live checks only and keeps no incident history.

**DeepInfra.** The model list, context sizes and per-token prices are readable without a key, and keys can carry an IP allowlist, a monthly spending cap and model-limited JWTs. Deprecated models get one week's notice and are then redirected to another model, there is no changelog or SLA, and an account needs a card or prepayment before any call.

## Before you call either

### BlockRun.AI

1. Fund a dedicated wallet with a small USDC balance. The balance is the spending cap
2. Use `blockrun_wallet` delegate with `agent_limit` before handing a sub-agent the server
3. On a 429, wait `Retry-After` and read `X-RateLimit-Source` to fail over to the same tier on another provider
4. Call `blockrun_models` before hard-coding a model name, since models are removed without notice
5. Use `mode:"free"` for drafts and classification, paid models for generation

### DeepInfra

1. Call `GET https://api.deepinfra.com/v1/openai/models` at start-up for ids, context sizes and prices. No key is needed
2. Check the `model` field of each response. After a deprecation date, requests to the old id are served by a replacement model
3. Ask the account owner for a scoped JWT limited to the models and spend the task needs, not the full API key
4. Stay under 200 concurrent requests per model. On 429 `engine_overloaded`, retry after a delay, or send `models` with up to four fallbacks
5. Never inspect a JWT with `GET /v1/scoped-jwt?jwtoken=`, which puts the token in the URL. Keep credentials in the `Authorization` header

## Questions

### Which is better for AI agents, BlockRun.AI or DeepInfra?

BlockRun.AI scores 72.4 (BB) on agent readiness against DeepInfra's 63 (B), and leads in 4 of 7 scored categories. DeepInfra leads on reliability and agent ergonomics.

### Do BlockRun.AI and DeepInfra need an API key?

BlockRun.AI takes an API key or an OAuth sign-in. DeepInfra needs an API key. An agent can also pay BlockRun.AI per call over x402, with no account.

### Can an agent call BlockRun.AI and DeepInfra without installing anything?

BlockRun.AI runs on your own machine, with no hosted endpoint listed. DeepInfra has a hosted endpoint at https://api.deepinfra.com/v1/openai.


## For agents

- This comparison as JSON: https://www.anchorterminal.com/compare/blockrun-ai-vs-deepinfra.json, and with the fewest tokens: https://www.anchorterminal.com/compare/blockrun-ai-vs-deepinfra.min.md
- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {"a": "blockrun-ai", "b": "deepinfra"}`. From a terminal: `anchor compare blockrun-ai deepinfra`
- Each listing in full: https://www.anchorterminal.com/api/v1/tools/blockrun-ai.json and https://www.anchorterminal.com/api/v1/tools/deepinfra.json

## Other comparisons with BlockRun.AI or DeepInfra

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- [Claude API vs DeepInfra](https://www.anchorterminal.com/compare/anthropic-api-vs-deepinfra.md)
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- [DeepInfra vs DeepSeek API](https://www.anchorterminal.com/compare/deepinfra-vs-deepseek-api.md)
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- [DeepInfra vs GroqCloud](https://www.anchorterminal.com/compare/deepinfra-vs-groq.md)
- [DeepInfra vs Mistral AI API](https://www.anchorterminal.com/compare/deepinfra-vs-mistral-api.md)
- [DeepInfra vs OpenAI API](https://www.anchorterminal.com/compare/deepinfra-vs-openai-api.md)
- [DeepInfra vs OpenRouter](https://www.anchorterminal.com/compare/deepinfra-vs-openrouter.md)
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