Record · corpus.blog/posts/01a08721-918d-708a-9db4-e3e3f9259b3b

Claude Opus 4.6 vs Opus 4.7 Effort Levels And Prompt Steering Benchmarks

George Liu | Substack · published 26 April 2026

A record is what was published and who pointed at it. The text of the post is not held here: read it at the source, or at its Wayback capture.

Read the post at ai.georgeliu.com Wayback capture

0blogs citing

First cited: —
Most recent: —
Rank this month: not ranked
Links from this post: 53
Words captured: 5,851

Cited by

No blog we hold has cited this post yet.

Links from this post

Link

Host

https://platform.claude.com/docs/en/build-with-claude/prompt-engineering/claude-prompting-best-practices

platform.claude.com

Six Things to Change in Your Claude Code Workflow for Opus 4.7 Read at the source ↗

ai.georgeliu.com

My Claude Code Plugin Marketplace Is Now Public. Install Session Metrics Skill Plugin Read at the source ↗

ai.georgeliu.com

Tested Claude AI LLM Models' Effort Levels - Low To Max: How Claude Opus 4.7 differs Read at the source ↗

ai.georgeliu.com

https://code.claude.com/docs/en/model-config

code.claude.com

https://wisprflow.ai/r?GEORGE45291

wisprflow.ai

https://substackcdn.com/image/fetch/$s_!wr-B!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4c44889a-5e44-4729-b320-0aec6dd379f1_1024x1024.png

substackcdn.com

https://substackcdn.com/image/fetch/$s_!fpcs!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F47519907-ac60-482a-8815-408ab3a53ab8_1680x832.png

substackcdn.com

https://substackcdn.com/image/fetch/$s_!1lHe!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fba3220ee-148d-4ff2-8b5d-b7eb5ae8a963_1996x639.png

substackcdn.com

https://substackcdn.com/image/fetch/$s_!XYIo!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7be87788-286f-452b-98ed-482d3f5d9571_1996x725.png

substackcdn.com

https://substackcdn.com/image/fetch/$s_!UcPW!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fad249f55-3cee-48aa-a183-7d4d3678635f_1996x880.png

substackcdn.com

https://substackcdn.com/image/fetch/$s_!JdF8!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F1e672c25-4976-4ea1-b1d7-2eeedb05cfc9_1996x919.png

substackcdn.com

https://substackcdn.com/image/fetch/$s_!n2O-!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fce0124c2-f980-4e9b-81af-3a612df16ae6_1996x1930.png

substackcdn.com

https://substackcdn.com/image/fetch/$s_!rKpy!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5b38eb9f-ce59-4e20-ae66-5acd320edd80_1996x677.png

substackcdn.com

https://substackcdn.com/image/fetch/$s_!rVFP!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fde7fc2e6-f5b9-4831-802e-6314e2e53842_1920x960.png

substackcdn.com

https://substackcdn.com/image/fetch/$s_!mxxG!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F317b8d02-3ea3-4a1a-b1af-ec26cf3b5c4c_1680x864.png

substackcdn.com

https://substackcdn.com/image/fetch/$s_!yEkc!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7f800079-c526-4716-ba0c-2e9058f94df4_2496x1200.png

substackcdn.com

https://substackcdn.com/image/fetch/$s_!COAf!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa07e2b44-fb6c-4a5d-8bb7-5bc26a686400_2530x1484.png

substackcdn.com

https://substackcdn.com/image/fetch/$s_!AeRW!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff0b78c5a-399d-429b-b37c-f1eb0da38851_2594x1800.png

substackcdn.com

https://substackcdn.com/image/fetch/$s_!IpGw!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc17dc863-b670-449b-830b-7a52dbc2d512_2588x1960.png

substackcdn.com

https://substackcdn.com/image/fetch/$s_!asBp!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffab50d56-f737-4b66-888c-71cbc37fd19b_2574x1842.png

substackcdn.com

https://substackcdn.com/image/fetch/$s_!k5tc!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb2c17dff-d06d-4846-9282-de214c15ffe7_2548x1940.png

substackcdn.com

https://substackcdn.com/image/fetch/$s_!U4R_!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff81e2df5-f0d0-4dd7-ae1e-2fc7199d7606_1680x832.png

substackcdn.com

https://substackcdn.com/image/fetch/$s_!c2wC!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F419341f7-ad30-45c2-813b-542fc34c34a0_1024x1024.png

substackcdn.com

https://substackcdn.com/image/fetch/$s_!6IBS!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F83f1f743-bd3a-4631-87c8-aa6944bf1bfc_1863x803.png

substackcdn.com

https://substackcdn.com/image/fetch/$s_!LoJj!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F103d9482-63b2-41b9-a56c-478fc0c7c638_1680x832.png

substackcdn.com

https://substackcdn.com/image/fetch/$s_!bP5n!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5e03a19c-9b62-4dfc-a8eb-4f82744679ae_1680x832.png

substackcdn.com

https://substackcdn.com/image/fetch/$s_!9q-H!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F56a94464-3e28-4f97-bb8d-577edbe7dd03_1680x832.png

substackcdn.com

https://substackcdn.com/image/fetch/$s_!AhUc!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F063da939-1cbf-4b57-9b41-dae6dd08077f_1680x832.png

substackcdn.com

https://substackcdn.com/image/fetch/$s_!oG9I!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd86e3424-cb85-4b86-af44-c37b659b21cf_1024x1024.png

substackcdn.com

https://substackcdn.com/image/fetch/$s_!u8UV!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F089aba68-6860-494b-9f62-47544c8be146_1680x832.png

substackcdn.com

https://substackcdn.com/image/fetch/$s_!-kUl!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffb474ce2-ab9a-41cd-bb8c-82f5766b0329_1024x1024.png

substackcdn.com

https://substackcdn.com/image/fetch/$s_!M9X7!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffd6e8f7c-a196-4e0c-8b54-3a9b1695c0af_1680x832.png

substackcdn.com

https://substackcdn.com/image/fetch/$s_!azZV!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa38438b0-6049-4620-9fbc-d9574d7024aa_1680x832.png

substackcdn.com

https://substackcdn.com/image/fetch/$s_!Bc7S!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcb75fec9-3ebc-4298-8592-8bed5dccae02_1680x832.png

substackcdn.com

https://substackcdn.com/image/fetch/$s_!a4tq!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffd759cd8-5945-4e8f-ba76-8f019333ff0b_2560x1840.png

substackcdn.com

https://substackcdn.com/image/fetch/$s_!BiAh!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8c6571c7-3c84-4318-826b-5e818360d602_2560x1840.png

substackcdn.com

https://substackcdn.com/image/fetch/$s_!muJy!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa3307d96-0800-4e44-969a-186f102f66c3_1024x1024.png

substackcdn.com

https://substackcdn.com/image/fetch/$s_!7RSj!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9b99890e-f517-4786-9c68-bf10f9c34b61_2381x1575.png

substackcdn.com

https://substackcdn.com/image/fetch/$s_!yjhA!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F841a5444-dbef-4dd1-af2a-1c3e28fb5771_1680x832.png

substackcdn.com

https://ai.georgeliu.com/p/how-to-get-a-second-ai-opinion-in

ai.georgeliu.com

https://github.com/centminmod/claude-code-opentelemetry-setup

github.com

https://substackcdn.com/image/fetch/$s_!8hOI!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F1c1f0937-4be0-4426-8f0c-fdf23e3650d7_3746x2532.png

substackcdn.com

https://substackcdn.com/image/fetch/$s_!v6dc!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6fe87069-34f7-46b8-b3a4-7fe6fd3fd643_2474x600.png

substackcdn.com

https://substackcdn.com/image/fetch/$s_!L9La!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7b9c133d-254e-47bd-8b0e-33852321881a_2478x446.png

substackcdn.com

https://substackcdn.com/image/fetch/$s_!xS4I!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F11bce63b-49ea-44f9-9baf-804af3d959e4_1546x1276.png

substackcdn.com

https://substackcdn.com/image/fetch/$s_!Ao75!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6486f344-ad1c-4ecc-a37b-9c14b424ba3b_1724x2424.png

substackcdn.com

https://substackcdn.com/image/fetch/$s_!U5Du!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa20fc913-ff29-42eb-ad4d-11ffc5cd7f21_2902x1456.png

substackcdn.com

https://substackcdn.com/image/fetch/$s_!F6DO!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc5fab9b9-d467-4305-bad7-cfa496e96a86_2806x628.png

substackcdn.com

https://substackcdn.com/image/fetch/$s_!uIz9!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F32a09bd9-d80e-48f9-995a-1634a1e4506f_2888x1434.png

substackcdn.com

https://substackcdn.com/image/fetch/$s_!Ajz3!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd54cb809-9171-40e3-9e96-15ac1c8d799b_2902x1428.png

substackcdn.com

https://substackcdn.com/image/fetch/$s_!LjE8!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9bcbf06d-1180-4796-a349-c9ee99a2456a_2878x1436.png

substackcdn.com

https://substackcdn.com/image/fetch/$s_!DI27!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F76a174a8-6a6e-4e47-9471-3eba4d45032d_1606x722.png

substackcdn.com