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Models2026-07-28 · source-backed
On Artificial Analysis's Intelligence Index, per-task cost lands only slightly below OpenAI's top model, roughly double GLM-5.2 and about 20× DeepSeek V4. The author attributes it to verbosity: more tokens spent per solved problem, with the penalty worse on office-work tasks than coding. Per-token price is not per-task price, and the gap is where your budget goes. (alexinch.com)
Each link below shares sources, entities, or timing with this story.
NVIDIA invested in OpenAI / Shared entities / Shared topic / Earlier coverage / Tension
Linked by a graph relationship (NVIDIA invested in OpenAI); both cover DeepSeek V4, GLM; overlapping topics (coding, cost, glm-5).
LLM uses OpenAI / Shared entities / Shared topic / Earlier coverage / Tension
Linked by a graph relationship (LLM uses OpenAI); both cover GLM, OpenAI; overlapping topics (coding, glm-5).
OpenAI uses Vercel / Shared entities / Shared topic / Earlier coverage
Linked by a graph relationship (OpenAI uses Vercel); both cover GLM, OpenAI; overlapping topics (coding, deepseek, glm-5).
Anthropic partners with OpenAI / Shared entities / Shared topic / Earlier coverage
Linked by a graph relationship (Anthropic partners with OpenAI); both cover DeepSeek V4, GLM; overlapping topics (coding, cost, deepseek).
Inkling benchmarked against Intelligence Index / Shared entities / Earlier coverage
Linked by a graph relationship (Inkling benchmarked against Intelligence Index); both cover GLM, Kimi K3, OpenAI; earlier GLM coverage from 2026-07-25.
Kimi K3 benchmarked against Intelligence Index / Shared entities / Earlier coverage
Linked by a graph relationship (Kimi K3 benchmarked against Intelligence Index); both cover GLM, Kimi K3, OpenAI; earlier GLM coverage from 2026-07-20.
LLM uses OpenAI / Shared entities / Earlier coverage
Linked by a graph relationship (LLM uses OpenAI); both cover GLM, Intelligence Index, OpenAI; earlier GLM coverage from 2026-06-19.
Kimi K3 benchmarked against Intelligence Index / Shared entities / Shared topic / Earlier coverage
Linked by a graph relationship (Kimi K3 benchmarked against Intelligence Index); both cover Intelligence Index, Kimi K3; overlapping topics (coding, index).