Graphwalks Parents (256K-1M)

🏆 Leaderboard

As of August 20, 2026, GPT-5.4 is #1 for Graphwalks Parents (256K-1M) at 98%. Ranked by the Graphwalks Parents (256K-1M) score 2 models in this index have a published Graphwalks Parents (256K-1M) score. Graphwalks Parents (256K-1M) leaderboard with live API prices. Graph parent-finding accuracy in 256K-1M contexts — tests long-context relational reasoning.

Updated August 20, 2026282 models33 providers


GPT-5.4 OpenAI · Proprietary	98%	$17.50
GPT-5.3 Codex OpenAI · Proprietary	96.8%	$15.75
ChatGPT-4o Latest OpenAI · Proprietary	—	$12.50
Claude 3 Haiku Anthropic · Proprietary	—	$1.50
Claude 3 Opus Anthropic · Proprietary	—	$90.00
Claude 3 Sonnet Anthropic · Proprietary	—	$18.00
Claude 3.5 Haiku Anthropic · Proprietary	—	$4.80
Claude 3.5 Sonnet Anthropic · Proprietary	—	$18.00
Claude 3.5 Sonnet Anthropic · Proprietary	—	$18.00
Claude 3.7 Sonnet Anthropic · Proprietary	—	$18.00
Claude Fable 5 Anthropic · Proprietary	—	$60.00
Claude Haiku 4.5 Anthropic · Proprietary	—	$6.00
Claude Mythos 5 Anthropic · Proprietary	—	$60.00
Claude Mythos Preview Anthropic · Proprietary	—	$60.00
Claude Opus 4 Anthropic · Proprietary	—	$90.00
Claude Opus 4.1 Anthropic · Proprietary	—	$90.00
Claude Opus 4.5 Anthropic · Proprietary	—	$30.00
Claude Opus 4.6 Anthropic · Proprietary	—	$30.00
Claude Opus 4.7 Anthropic · Proprietary	—	$30.00
Claude Opus 4.8 Anthropic · Proprietary	—	$30.00
Claude Opus 5 Anthropic · Proprietary	—	$30.00
Claude Sonnet 4 Anthropic · Proprietary	—	$18.00
Claude Sonnet 4.5 Anthropic · Proprietary	—	$18.00
Claude Sonnet 4.6 Anthropic · Proprietary	—	$18.00
Claude Sonnet 5 Anthropic · Proprietary	—	$12.00
Command A+OSS Cohere · Open Source	—	$12.50
Command R+OSS Cohere · Open Source	—	$1.25
Composer 2 Cursor · Proprietary	—	$3.00
Composer 2 Fast Cursor · Proprietary	—	$9.00
DeepSeek R1 Distill Llama 70BOSS DeepSeek · Open Source	—	$0.50
DeepSeek R1 Distill Qwen 32BOSS DeepSeek · Open Source	—	$0.30
DeepSeek-R1OSS DeepSeek · Open Source	—	$2.74
DeepSeek-R1-0528OSS DeepSeek · Open Source	—	$2.74
DeepSeek-V2.5OSS DeepSeek · Open Source	—	$0.42
DeepSeek-V3OSS DeepSeek · Open Source	—	$1.37
DeepSeek-V3 0324OSS DeepSeek · Open Source	—	$1.42
DeepSeek-V3.1OSS DeepSeek · Open Source	—	$1.27
DeepSeek-V3.2OSS DeepSeek · Open Source · via OpenRouter	—	$0.57
DeepSeek-V3.2 (Non-thinking)OSS DeepSeek · Open Source	—	$0.70
DeepSeek-V3.2-ExpOSS DeepSeek · Open Source	—	$0.68
DeepSeek-V4-Flash-0423OSS DeepSeek · Open Source	—	$0.30
DeepSeek-V4-Flash-0731OSS DeepSeek · Open Source	—	$1.76
DeepSeek-V4-Flash-MaxOSS DeepSeek · Open Source	—	$0.42
DeepSeek-V4-Pro-0813OSS DeepSeek · Open Source	—	$5.28
DeepSeek-V4-Pro-MaxOSS DeepSeek · Open Source	—	$5.22
Devstral Medium Mistral · Proprietary · via Mistral AI	—	$2.40
Devstral Small 1.1OSS Mistral · Open Source · via Mistral AI	—	$0.40
ERNIE 4.5 Baidu · Proprietary	—	$4.40
Gemini 1.0 Pro Google · Proprietary	—	$2.00
Gemini 1.5 Flash Google · Proprietary	—	$0.75

Showing 1–50 of 282 models

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The index

All Large Language Models

282 models across 33 providers. Search or jump to a lab — every model page stays linked here.

Cursor

2 models

Composer 2 Composer 2 Fast

xAI

15 models

Grok 4.6 Grok 4.5 Grok 4.3 Grok-4.1 Grok-4.1 Fast Non-Reasoning Grok-4.1 Fast Reasoning Grok-4.1 Thinking Grok 4 Fast Grok Code Fast 1 Grok-4 Fast Non-Reasoning Grok-4 Fast Reasoning Grok-4 Grok-3 Grok-3 Mini Grok-2

DeepSeek

16 models

DeepSeek-V4-Pro-0813 DeepSeek-V4-Flash-0731 DeepSeek-V4-Flash-0423 DeepSeek-V4-Flash-Max DeepSeek-V4-Pro-Max DeepSeek-V3.2 DeepSeek-V3.2 (Non-thinking)DeepSeek-V3.2-Exp DeepSeek-R1-0528 DeepSeek-V3 0324 DeepSeek R1 Distill Llama 70B DeepSeek R1 Distill Qwen 32B DeepSeek-R1 DeepSeek-V3.1 DeepSeek-V3 DeepSeek-V2.5

MiniMax

6 models

MiniMax M3 MiniMax M2.7 MiniMax M2.5 MiniMax M2.1 MiniMax M2 MiniMax M1 80K

AI21 Labs

2 models

Jamba 1.5 Large Jamba 1.5 Mini

Amazon

5 models

Nova 2 Lite Nova 2 Sonic Nova Lite Nova Micro Nova Pro

Baidu

1 models

ERNIE 4.5

ByteDance

2 models

Seed 2.1 Turbo Seed 2.0 Pro

Cohere

3 models

North Mini Code 1.0 Command A+Command R+

IBM

1 models

Granite 3.3 8B Instruct

Inception

1 models

Mercury 2

inclusionAI

1 models

Ling-3.0-flash

LG AI Research

1 models

K-EXAONE-236B-A23B

Meituan

4 models

LongCat-Flash-Lite LongCat-Flash-Thinking-2601 LongCat-Flash-Thinking LongCat-Flash-Chat

Microsoft

5 models

MAI-Code-1.1-Flash Phi 4 Mini Phi-4-multimodal-instruct Phi 4 Phi-3.5-mini-instruct

Moonshot AI

9 models

Kimi K3 Kimi K2.7 Code Kimi K2.7 Code HighSpeed Kimi K2.6 Kimi K2.5 Kimi K2 0905 Kimi K2-Instruct-0905 Kimi K2-Thinking-0905 Kimi K2 Instruct

Nous Research

1 models

Hermes 3 70B

NVIDIA

5 models

Nemotron 3.5 Lightning (30B A3B)Nemotron 3 Ultra (550B A55B)Nemotron 3 Super (120B A12B)Nemotron 3 Nano (30B A3B)Nemotron Nano 9B v2

Poolside

2 models

Laguna S 2.1 Laguna XS 2.1

Sakana AI

1 models

Sakana Namazu

StepFun

1 models

Step-3.5-Flash

Tencent

1 models

Hy3

Thinking Machines

1 models

Inkling-Small

Unisound

1 models

Upstage

1 models

Solar Pro 4

Xiaomi

3 models

MiMo-V2.5-Pro MiMo-V2.5 MiMo-V2-Flash

Which model leads Graphwalks Parents (256K-1M) right now?

As of August 20, 2026, GPT-5.4 by OpenAI is #1 for Graphwalks Parents (256K-1M) at 98%. Ranked by the Graphwalks Parents (256K-1M) score This board also tracks Graphwalks Parents (256K-1M). Next on the same board: GPT-5.3 Codex. This graphwalks parents (256k-1m) leaderboard ranks models by Graphwalks Parents (256K-1M). Scores come from public evals. Prices are the live API rates in the table above.

Sources: OpenAI API pricing (https://developers.openai.com/api/docs/pricing); Anthropic Claude API pricing (https://platform.claude.com/docs/en/about-claude/pricing); Gemini API pricing (https://ai.google.dev/gemini-api/docs/pricing)

Top 2 for graphwalks parents (256k-1m). Ranked by the Graphwalks Parents (256K-1M) score Input and output are dollars per million tokens.
Rank	Model	Graphwalks Parents (256K-1M)	Input /M	Output /M
1	GPT-5.4	98%	$2.50	$15.00
2	GPT-5.3 Codex	96.8%	$1.75	$14.00

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Individual benchmark pages

Rank one eval at a time. All LLM benchmarks.

HLE SWE Bench Humanity's Last Exam (No Tools)Humanity's Last Exam (With Tools)Terminal-Bench 2.0 Terminal-Bench Terminal-Bench 2.1 Terminal-Bench 2 Terminal-Bench 3.0 ARC-AGI-1 Verified

Graphwalks Parents (256K-1M) FAQ

Who ranks #1 on the Graphwalks Parents (256K-1M) leaderboard?

As of August 20, 2026, GPT-5.4 by OpenAI ranks #1 on Graphwalks Parents (256K-1M) at 98%. API pricing is $2.50/M input and $15.00/M output.

What are the top models on Graphwalks Parents (256K-1M)?

The current Graphwalks Parents (256K-1M) ranking as of August 20, 2026 is 1. GPT-5.4 at 98%; 2. GPT-5.3 Codex at 96.8%.

Which graphwalks parents (256k-1m) model is the cheapest?

GPT-5.3 Codex is the cheapest scored model on this graphwalks parents (256k-1m) leaderboard at $1.75/M input and $14.00/M output ($15.75 blended). GPT-5.4 still leads Graphwalks Parents (256K-1M) at 98%.

Should I always pick the #1 Graphwalks Parents (256K-1M) model?

Not automatically. GPT-5.4 leads Graphwalks Parents (256K-1M), but a cheaper scored model can be the better production choice if the quality gap is small. Use the table to weigh Graphwalks Parents (256K-1M) against input/output price, context window, and related evals.

How often is the Graphwalks Parents (256K-1M) leaderboard updated?

Scores and API prices on this page are refreshed from published evals and provider rates. The snapshot is labeled August 20, 2026. Treat it as a current index, not a one-off blog post.

What is Graphwalks Parents (256K-1M)?

Graph parent-finding accuracy in 256K-1M contexts — tests long-context relational reasoning. This page ranks models that have published a Graphwalks Parents (256K-1M) score, with live API token prices on the same row.

Where is the Graphwalks Parents (256K-1M) leaderboard?

This page is the Graphwalks Parents (256K-1M) leaderboard. Models are sorted by Graphwalks Parents (256K-1M), with input and output token prices on the same row so you can weigh score against cost. Official boards often omit price; that comparison is the point of this index.

How is this Graphwalks Parents (256K-1M) ranking different from the official board?

Official eval pages own the methodology. This page keeps the published Graphwalks Parents (256K-1M) score next to live API $/M so you can pick a production SKU, not only a trophy number.

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All Large Language Models

OpenAI

Anthropic

Google

Cursor

xAI

DeepSeek

MiniMax

Qwen

AI21 Labs

Amazon

Baidu

ByteDance

Cohere

IBM

Inception

inclusionAI

LG AI Research

Meituan

Meta

Microsoft

Mistral

Moonshot AI

Nous Research

NVIDIA

Poolside

Sakana AI

StepFun

Tencent

Thinking Machines

Unisound

Upstage

Xiaomi

Z AI

Which model leads Graphwalks Parents (256K-1M) right now?

Related LLM leaderboards

Individual benchmark pages

Graphwalks Parents (256K-1M) FAQ

Who ranks #1 on the Graphwalks Parents (256K-1M) leaderboard?

What are the top models on Graphwalks Parents (256K-1M)?

Which graphwalks parents (256k-1m) model is the cheapest?

Should I always pick the #1 Graphwalks Parents (256K-1M) model?

How often is the Graphwalks Parents (256K-1M) leaderboard updated?

What is Graphwalks Parents (256K-1M)?

Where is the Graphwalks Parents (256K-1M) leaderboard?

How is this Graphwalks Parents (256K-1M) ranking different from the official board?