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Reviews and evidence

Grok 4.6 · Community source · Personal experience

X: Matthew Berman's Same-Prompt Comparison of Profile Cards

The author gave Grok 4.6, GPT-5.6 Sol, and Fable 5 the same prompt, asking them to generate a social-app profile card for a creator and comparing the results.。

Unverified: the original source could not be rechecked. Historical figures below are not current verified results.

Community sourcePersonal experienceEdited 2026-09-20

Test conditions

Model and version
Grok 4.6; source title “X: Matthew Berman's Same-Prompt Comparison of Profile Cards”; do not merge other versions or reasoning tiers.
Task and harness
The author gave Grok 4.6, GPT-5.6 Sol, and Fable 5 the same prompt, asking them to generate a social-app profile card for a creator and comparing the results.。 The complete task set and runtime parameters are not fully public.
Sample and date
Source note reviewed 2026-09-20; sample count, repeats, and raw logs remain unknown where undisclosed.

Key data and applicable tasks

Test setup

The author gave Grok 4.6, GPT-5.6 Sol, and Fable 5 the same prompt, asking them to generate a social-app profile card for a creator and comparing the results.

The original prompt required designing and building a profile card within a fixed 500×500-pixel square frame, including a portrait, name, bio, follower information, and a follow button. The model could decide the visual design and detailed content.

Results and comments

The author considered Fable 5's result clearly worse and later added in the comments that Sol won, but Grok came very close. The comments also pointed out that Fable has no image-generation capability, creating a capability mismatch in the comparison.

Conclusion

This is a same-prompt comparison of visual and front-end experience. The results suggest that one round of Grok 4.6 generation can already approach a more expensive model's quality. However, because image-generation capabilities were not equivalent and there was no standardized scoring rubric, the result cannot be generalized into a comprehensive ranking of design capabilities.

What this supports

  • Supports reading the task observation or editorial conclusion in “X: Matthew Berman's Same-Prompt Comparison of Profile Cards” under the stated source conditions.

What this does not support

  • Does not support extending “X: Matthew Berman's Same-Prompt Comparison of Profile Cards” to a universal ranking or production guarantee; its task set, runtime parameters, and independent repeats are limited or undisclosed.

Method, limits, and reproduction

The figures, task set, reasoning tier, and client conditions apply only to the listed source and collection snapshot. Different versions, harnesses, or providers must not be compared directly; undisclosed parameters remain unknown.

For a reproduction, fix the model version, provider or client, reasoning tier, tools, task-set version, sample count, and collection date, and record failures, retries, and human corrections. Full steps are in the source notes below.

Original source

X · Matthew Berman (@MatthewBerman) · Original publication date 2026-08-13 · Site edit date 2026-09-20

Open original source

Grok 4.6

Compare Grok 4.6 in Tabbit

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Read the full analysis

Overview · English

Grok 4.6: What Changed, What It Costs, and Who It Fits

A sourced guide to Grok 4.6: the 500K context model, benchmark-version split, live API price and a safer pilot decision.

Comparison · English

Grok 4.7 vs Grok 4.6: Same Rate, Longer Bills

Grok 4.7 lists the same $2/$6 API rate and 500K context as Grok 4.6. At xhigh it used about 81k output tokens per intelligence task, versus 36k.

Related reviews

X / TypingMind: Comparing Grok 4.6 with the Same Paper-Cut Animation PromptTypingMind said it gave the same “traditional Chinese paper-cut-style animation” prompt to Grok 4.6, GPT-5.6 Sol, Claude Opus 5, and Qwen 3.8 Max to compare the generated results. The post included a video and, in follow-up replies, provided the complete promp。X: Same-Prompt Cost and Speed Comparison of Grok 4.6 and Opus 5The author says they tested Grok 4.6 and Opus 5 with the same prompt: Grok 4.6: approximately $1.74, completed in about 5 minutes.。Reddit r/cursor: Grok 4.6 vs. GPT-5.6 Sol on the Same TaskThis evidence note covers “Reddit r/cursor: Grok 4.6 vs. GPT-5.6 Sol on the Same Task” under stated conditions; its version, sample, and runtime limits do not support a universal ranking or current production guarantee.Grok 4.6 Official Release: Benchmarks and Capability EvaluationThis evidence note covers “Grok 4.6 Official Release: Benchmarks and Capability Evaluation” under stated conditions; its version, sample, and runtime limits do not support a universal ranking or current production guarantee.X: Matthew Berman's Creator Profile Card PromptTurn “X: Matthew Berman's Creator Profile Card Prompt” into a bounded task entry with explicit inputs, runtime context, output format, and acceptance checks; confirm the source and model state before use.X: Shawn's Grok 4.6 Single-Prompt 3D Ship CaseTurn “X: Shawn's Grok 4.6 Single-Prompt 3D Ship Case” into a bounded task entry with explicit inputs, runtime context, output format, and acceptance checks; confirm the source and model state before use.X: Tim Jayas's Three.js Steam-Engine Prototype PromptTurn “X: Tim Jayas's Three.js Steam-Engine Prototype Prompt” into a bounded task entry with explicit inputs, runtime context, output format, and acceptance checks; confirm the source and model state before use.X: Anshu's Grok 4.6 App and Design Workflow with the Same PromptThe author ran the same one-shot prompt in Grok Build with Grok 4.5 and Grok 4.6, then compared the resulting apps and designs. The author considers 4.6 a clear improvement over 4.5, saying it can even alternate for the lead with Fable on design tasks.。