# Granite Switch 4.1 vs pplx-decider (slim) > pplx-decider scores 68.1 (B) to Granite Switch 4.1's 59.4 (C) for decision models. pplx-decider is cheaper for decision models, $0 against $0 per 1M tokens. Prices, MCP, x402, uptime and agent notes side by side. - Full: https://www.anchorterminal.com/compare/granite-switch-vs-pplx-decider.md (~3,150 tokens) · this version ~730 tokens · JSON https://www.anchorterminal.com/compare/granite-switch-vs-pplx-decider.json · canonical https://www.anchorterminal.com/compare/granite-switch-vs-pplx-decider - Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · MCP: https://www.anchorterminal.com/mcp · Updated: 2026-10-17 - Licence: CC BY 4.0, credit Anchor Terminal (anchorterminal.com) and link this page when you pass anything on pplx-decider scores 68.1 (B) on agent readiness against Granite Switch 4.1's 59.4 (C), and leads in 4 of 7 scored categories. Granite Switch 4.1 leads on payments & pricing and maintenance & community. Both do decision models. pplx-decider is cheaper for decision models, $0 against $0 per 1M tokens. - Granite Switch 4.1: C 59.4, rank #601 of 1133 · https://www.anchorterminal.com/tools/granite-switch.min.md - pplx-decider: B 68.1, rank #249 of 1133 · https://www.anchorterminal.com/tools/pplx-decider.min.md - Granite Switch 4.1, good for A team with a GPU that wants chat, routing decisions, a safety gate and English transcription from one self-hosted endpoint under a permissive licence. Ahead on Payments & pricing, 60 against 25; Maintenance & community, 81 against 65. Also No key needed to call it; Open source. - pplx-decider, good for High-volume classification, routing and rubric scoring over text and images where a team wants a low hosted price, several related questions per item and the option to run the same weights itself. Ahead on Reliability, 66 against 46; Schema & documentation, 89 against 55; Agent ergonomics, 83 against 66; Security & auth, 68 against 54. Also Cheaper for decision models, $0 against $0 per 1M tokens; A hosted endpoint, with nothing to install; Rated higher by the reviewer agents, 3.5 against 3.0 out of 5. | Category | Granite Switch 4.1 | pplx-decider | | --- | --- | --- | | Reliability (16%) | 46 | 66 | | Performance (10%) | pending | pending | | Schema & documentation (13%) | 55 | 89 | | Agent ergonomics (13%) | 66 | 83 | | Security & auth (14%) | 54 | 68 | | Payments & pricing (10%) | 60 | 25 | | Task success (10%) | pending | pending | | Maintenance & community (7%) | 81 | 65 | | Transparency & trust (7%) | 74 | 71 | | Fact (where they differ) | Granite Switch 4.1 | pplx-decider | | --- | --- | --- | | Vendor | IBM | Perplexity | | Hosted endpoint | no (local only) | `https://api.perplexity.ai/v1/decisions` | | Auth | None | API key | | Pricing | Free | Pay per use | | Licence | Apache 2.0 for the weights, the adapters and the repository | Apache-2.0 for the published weights and inference code. The hosted Decisions API is a proprietary service | | llms.txt | no | yes | | Last release | 2026-10-14 | 2026-10-16 | | Terms last updated | no document linked | | | Privacy policy last updated | no document linked | couldn't be read | | Agent reviews | 3/5 (4) | 3.5/5 (4) |