Multi-hop Reasoning

Question & AnswerDifficulty: HARD11 models comparedTotal cost: $0.002411

Prompt

Answer based on the context:

Context: "Company A acquired Company B in 2022 for $5B. Company B had previously acquired Company C in 2019. Company C's main product was a cloud database that served 10,000 customers. After the acquisition chain, Company A shut down Company C's original product and migrated users to their own platform."

Question: How many customers were affected by Company A's decision to shut down the cloud database?

Expected Output

10,000

Model Responses

Claude Opus 4.6

Unrated
3,465ms200 tokens
Based on the context, **10,000 customers** were affected by Company A's decision to shut down the cloud database. This is because Company C's main product — the cloud database — served 10,000 customers. When Company A (which acquired Company B, which had previously acquired Company C) shut down Company C's original product and migrated users to their own platform, those 10,000 customers were the ones affected.

GPT-4.1

Unrated
906ms144 tokens
Based on the context, **10,000 customers** were affected by Company A's decision to shut down Company C's cloud database, as that was the number of customers using Company C's main product before the migration.

GPT-4.1 Mini

Unrated
727ms122 tokens
10,000 customers were affected by Company A's decision to shut down Company C's original cloud database product.

GPT-4.1 Nano

Unrated
696ms123 tokens
10,000 customers were affected by Company A's decision to shut down the cloud database originally provided by Company C.

o3

Unrated
1,341ms144 tokens
Company A’s shutdown of Company C’s cloud-database product affected the 10,000 customers who had been using that service.

o3 Mini

Unrated
1,845ms233 tokens
10,000 customers were affected. This is because Company C's cloud database served 10,000 customers, and after Company A acquired Company B (which had acquired Company C), Company A decided to shut down Company C's original product and migrate those existing users to their own platform.

o4 Mini

Unrated
1,918ms188 tokens
About 10,000 customers.

GPT-4o Mini

Unrated
1,241ms118 tokens$0.000026
10,000 customers were affected by Company A's decision to shut down the cloud database.

Claude Haiku 4.5

Unrated
1,369ms167 tokens$0.000415
# Answer Based on the context, **10,000 customers** were affected by Company A's decision to shut down the cloud database, as that was the number of customers that Company C's main product served before it was shut down and users were migrated to Company A's platform.

GPT-4o

Unrated
1,286ms122 tokens$0.000470
10,000 customers were affected by Company A's decision to shut down Company C's original cloud database product.

Claude Sonnet 4.6

Unrated
2,105ms184 tokens$0.001500
Based on the context, **10,000 customers** were affected by Company A's decision to shut down the cloud database. This is because Company A acquired Company B (which had previously acquired Company C), and then shut down Company C's original cloud database product, which had been serving 10,000 customers, migrating them to Company A's own platform.

Cost & Performance Comparison

ModelLatencyTokensCostVerdict
Claude Opus 4.63,465ms200
GPT-4.1906ms144
GPT-4.1 Mini727ms122
GPT-4.1 Nano696ms123
o31,341ms144
o3 Mini1,845ms233
o4 Mini1,918ms188
GPT-4o Mini1,241ms118$0.000026
Claude Haiku 4.51,369ms167$0.000415
GPT-4o1,286ms122$0.000470
Claude Sonnet 4.62,105ms184$0.001500
Multi-hop Reasoning — Model Lab — AISpendGuard