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Model Markets

Intelligence

All 57 eligible · MM Intelligence v4.4 · Higher is better

1. 100.0*Claude Opus 5.5
2. 99.0Claude Fable 5.1
3. 90.9*GPT-5.5 Pro
4. 90.0Gemini 3.8 Flash
5. 85.9GPT-6.1 Sol
6. 84.6GPT-6 Astra
7. 83.4*Qwen3.8 Max
8. 83.3*DeepSeek V4.1 Flash
9. 82.1Gemini 3.1 Pro
10. 77.3GPT-5.6 Terra
11. 74.0*Grok 4.7
12. 73.5*ERNIE 5.1
13. 73.3Kimi K3
14. 71.9*GLM 5.3
15. 67.5*Qwen3.8 Flash
16. 64.3*Grok 4.20 Multi Agent
17. 63.3*Qwen3.7 Plus
18. 63.1*Claude Sonnet 5
19. 57.9*DeepSeek V4 Pro
20. 56.2*GLM 5.3 Flash
21. 54.6*Mistral Large 4
22. 54.3*Gemma 4 31B
23. 52.2Qwen3.8 27B
24. 50.5*Qwen3.5 397B A17B
25. 50.1*Hy3
26. 47.4*Gemma 4 26B A4B
27. 47.4Inkling
28. 43.0*Mistral Large 3
29. 42.3GPT-6 Luna
30. 37.8*NVIDIA Nemotron 3 Ultra 550B A55B BF16
31. 35.2*Inkling Small
32. 33.9*MiniMax M3
33. 27.0*Kimi K2.7 Code
34. 25.1*Grok Build 0.1
35. 20.8GPT-5.4 Mini
36. 17.8Gemini 3.5 Flash Lite
37. 17.2*Qwen3.5 35B A3B
38. 15.7GPT-5.4 Nano
39. 12.8*Muse Glimmer 30B
40. 11.7*Solar Pro 4
41. 9.3*Claude Haiku 4.5
42. 0.4*DeepSeek R1
43. 0.0*Olmo 3 32B Think
44. 0.0*Nova 2 Lite
45. 0.0*Command A
46. 0.0*Granite 4.2 30B
47. 0.0*Granite 4.2 3B
48. 0.0*Granite 4.2 8B
49. 0.0*Llama 4 Maverick 17B 128E Instruct
50. 0.0*Llama 4 Scout 17B 16E Instruct
51. 0.0*phi-4
52. 0.0*NVIDIA Nemotron 3 Nano 30B A3B BF16
53. 0.0*NVIDIA Nemotron 3.5 Lightning 30B A3B
54. 0.0*GPT-4o
55. 0.0*GPT-4o Mini
56. 0.0*gpt-oss-120b
57. 0.0*gpt-oss-20b

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Model Markets

Cost

All 27 eligible · output cost per LiveBench case · Lower is better

1. $0.0020Grok Build 0.1
2. $0.0087GLM 5.3 Flash
3. $0.017MiniMax M3
4. $0.018GPT-6 Luna
5. $0.021Qwen3.8 Flash
6. $0.022DeepSeek V4.1 Flash
7. $0.029Gemini 3.5 Flash Lite
8. $0.044Kimi K2.7 Code
9. $0.054Mistral Large 4
10. $0.054DeepSeek V4 Pro
11. $0.058GPT-5.4 Nano
12. $0.063Qwen3.8 27B
13. $0.090Inkling
14. $0.092NVIDIA Nemotron 3 Ultra 550B A55B BF16
15. $0.104GPT-6.1 Sol
16. $0.107Qwen3.8 Max
17. $0.160Gemini 3.8 Flash
18. $0.161Gemini 3.1 Pro
19. $0.163Kimi K3
20. $0.194Claude Sonnet 5
21. $0.214GPT-5.4 Mini
22. $0.248GLM 5.3
23. $0.266GPT-5.6 Terra
24. $0.341Grok 4.7
25. $0.512Claude Opus 5.5
26. $0.520GPT-6 Astra
27. $0.824Claude Fable 5.1

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Model Markets

Efficiency

All 27 eligible · intelligence + affordability · Higher is better

1. 71.7*DeepSeek V4.1 Flash
2. 65.8*GLM 5.3 Flash
3. 64.2*Qwen3.8 Flash
4. 62.5*Grok Build 0.1
5. 60.1GPT-6.1 Sol
6. 58.6*Qwen3.8 Max
7. 58.5Gemini 3.8 Flash
8. 54.6Gemini 3.1 Pro
9. 53.9*Claude Opus 5.5
10. 52.8GPT-6 Luna
11. 51.5*DeepSeek V4 Pro
12. 50.1Kimi K3
13. 49.9*Mistral Large 4
14. 49.5Claude Fable 5.1
15. 49.0*MiniMax M3
16. 48.0GPT-5.6 Terra
17. 47.3Qwen3.8 27B
18. 46.1GPT-6 Astra
19. 45.9*GLM 5.3
20. 44.3*Grok 4.7
21. 43.5*Claude Sonnet 5
22. 42.0Inkling
23. 37.8*Kimi K2.7 Code
24. 37.1*NVIDIA Nemotron 3 Ultra 550B A55B BF16
25. 36.6Gemini 3.5 Flash Lite
26. 29.9GPT-5.4 Nano
27. 21.6GPT-5.4 Mini

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Intelligence averages available core publisher benchmarks, requiring at least one; one- and two-source scores are provisional. Cost estimates output spend for a published LiveBench case. Efficiency equally blends intelligence with logarithmically normalized affordability. Default charts include reviewed current product-line generations that are active or preview with an available route. Unavailable inputs are never estimated.

Model	Type	Context	Providers	Input / 1M	Output / 1M	Released
GPT-6.1 SolNEW on Sep 29, 2026 OpenAI · openai/gpt-6.1-sol	text, image	1,050K		$2.00	$10.00	Sep 29, 2026
GPT-6 Astra OpenAI · openai/gpt-6-astra	text, image	1,050K		$10.00	$50.00	Sep 3, 2026
Claude Opus 5.5 Anthropic · anthropic/claude-opus-5-5	text, image	1,000K		$4.00	$20.00	Sep 22, 2026
DeepSeek V4.1 Flash DeepSeek · deepseek-ai/DeepSeek-V4.1-Flash	text, image	1,049K		$0.15	$0.60	Sep 10, 2026
Gemini 3.1 Pro Google DeepMind · google-deepmind/gemini-3.1-pro-preview	text	1,049K		$2.00	$12.00	Not reported
Grok 4.7 xAI · xai/grok-4.7	text, image	500K		$2.00	$6.00	Sep 21, 2026

Primary-source-reviewed frontier models from OpenAI, Anthropic, DeepSeek, Google DeepMind, and xAI, including both GPT-6.1 Sol and GPT-6 Astra. The newest sourced release is highlighted; missing records remain absent.

Provider	Path	Models	Route-ready	Input from / 1M	Output from / 1M	Observed
Openaiopenai	Direct	30	53	$0.050	$0.40	Oct 19, 2026
Anthropicanthropic	Direct	13	13	$1.00	$5.00	Oct 19, 2026
Openrouteropenrouter	Gateway	94	111	$0.018	$0.080	Oct 19, 2026
Groqgroq	Direct	2	2	$0.075	$0.30	Aug 28, 2026
Together Aitogether-ai	Direct	38	38	$0.050	$0.20	Oct 19, 2026

Five prominent first-party and multi-provider inference services, selected for broad recognition and distinct routing options.

App	Category	Access	Platforms	Local	MCP	Released
MuseMeta · meta/muse	Personal agent	Proprietary	Web, iOS, Android	Unknown	Unknown	Sep 8, 2026
ChatGPTOpenAI · openai/chatgpt	General-purpose agent	Proprietary	Web, macOS, Windows, iOS, Android	Yes	Yes	Not reported
ClaudeAnthropic · anthropic/claude	General-purpose agent	Proprietary	Web, macOS, Windows, iOS, Android	No	Yes	Not reported
CodexOpenAI · openai/codex	Coding agent	Mixed	macOS, Windows, Linux	Yes	Yes	Not reported
CursorAnysphere · anysphere/cursor	Coding agent	Proprietary	macOS, Windows, Linux, Web, iOS, Android	Yes	Yes	Not reported

Five recognizable general-purpose and coding agents, with deployment and integration facts sourced from their developers.

Benchmark	Publisher	Category	Models	Metric	Version	Observed
LiveBench	LiveBench	general-language	55	overall	2026-06-25-90f8d44da965	Oct 15, 2026
Berkeley Function Calling Leaderboard	Berkeley Function Calling Leaderboard	tool-use	18	overall_accuracy	v4-ede5081a24bc	Oct 8, 2026
Aider Polyglot	Aider	coding	10	pass_rate_2	polyglot-225-5dc9490bb35f	Oct 8, 2026
ARC-AGI-2	ARC Prize Foundation	abstract-reasoning	48	verified_score	verified-v2-be40992860f9	Oct 15, 2026
LMArena Text Arena	LMArena	general-language	86	arena_rating	text-2026-10-15-a64ca3b12b6e	Oct 19, 2026

Five widely referenced evaluation suites. Rankings use only protocol-matched, winner-eligible primary-publisher results.

Provider	Market	Instrument	Status	Expiration	Observed
Architect AI Exchange GPU-hour Compute Futuresarchitect-ai-exchange/gpu-hour-compute-futures	GPU-hour Compute Futuresarchitect-ai-exchange/gpu-hour-compute-futures	futures_program	announced	—	Aug 28, 2026
CME Group Silicon Data B200 Rental Index Futurescme-group/silicon-data-b200-rental-index-futures	Silicon Data B200 Rental Index Futurescme-group/silicon-data-b200-rental-index-futures	futures	announced	—	Aug 28, 2026
CME Group Silicon Data H100 Rental Index Futurescme-group/silicon-data-h100-rental-index-futures	Silicon Data H100 Rental Index Futurescme-group/silicon-data-h100-rental-index-futures	futures	announced	—	Aug 28, 2026
Compute Exchange Bilateral GPU Capacity Forwardcompute-exchange/bilateral-gpu-capacity-forward	Bilateral GPU Capacity Forwardcompute-exchange/bilateral-gpu-capacity-forward	bilateral_forward	listed	—	Aug 28, 2026
Inferra Dated GPU-hour Futuresinferra/dated-gpu-hour-futures	Dated GPU-hour Futuresinferra/dated-gpu-hour-futures	dated_future	announced	—	Aug 28, 2026

Five sourced GPU-linked instruments, prioritizing markets explicitly marked trading live. Listing status does not establish liquidity.

Manufacturer	Robot	Form	Availability	Payload	Runtime	Verified
Tesla Optimustesla/optimus	Optimustesla/optimus	Humanoid	Prototype	—	—	Aug 29, 2026
Boston Dynamics Spotboston-dynamics/spot	Spotboston-dynamics/spot	Quadruped	Commercially available	14 kg	1.5 hr	Aug 29, 2026
Unitree Robotics Go2unitree/go2	Go2unitree/go2	Quadruped	Commercially available	8 kg	2 hr	Aug 29, 2026
Boston Dynamics Atlasboston-dynamics/atlas-2026	Atlasboston-dynamics/atlas-2026	Humanoid	Select customers	30 kg	4 hr	Aug 29, 2026
Figure Figure 03figure/figure-03	Figure 03figure/figure-03	Humanoid	Select customers	20 kg	5 hr	Aug 29, 2026

Five recognizable humanoid and quadruped platforms; the full robotics directory includes the wider sourced catalog.