BlogLLM Benchmark Scores as Published, Side by Side
Reka Research Eval: Results as Published
Every result the catalog holds for Reka Research Eval: 4 models from 4 developers, read from 1 page. Each number is as printed by the company named beside it; nothing is ranked or rescored. Models are listed by developer, newest first.
Area Web Search and ResearchMaintainer Reka AIIntroduced 2025Data version 2026103001, as of 2026-10-30
Research-Eval tests search-augmented models on 374 questions that need information from different kinds of websites, chosen to be closer to everyday research questions than puzzle-style deep-research sets. Each question comes with a checklist of requirements, and an LLM judge scores an answer against that checklist.
Research-Eval (Reka)
| Model | Value | Printed by | Setup as printed |
|---|---|---|---|
| GPT-5OpenAI, released 2025-08-07 | 45.5 | xAI, Grok 4.1 Fast and Agent Tools APIchecked 2026-10-15 | Tools: agentic search (web search, X search, code execution); exact tools per row not stated |
| Claude Sonnet 4.5Anthropic, released 2025-09-29 | 41.2 | xAI, Grok 4.1 Fast and Agent Tools APIchecked 2026-10-15 | Tools: agentic search (web search, X search, code execution); exact tools per row not stated |
| Gemini 3 ProGoogle, released 2025-11-18 | 55.9 | xAI, Grok 4.1 Fast and Agent Tools APIchecked 2026-10-15 | Tools: agentic search (web search, X search, code execution); exact tools per row not stated |
| Grok 4.1 FastxAI, released 2025-11-19 | 63.9 | xAI, Grok 4.1 Fast and Agent Tools APIchecked 2026-10-15 | Tools: agentic search (web search, X search, code execution); exact tools per row not stated |
Research-Eval (Reka, average cost per task)
lower is better
| Model | Value | Printed by | Setup as printed |
|---|---|---|---|
| GPT-5OpenAI, released 2025-08-07 | $0.107 | xAI, Grok 4.1 Fast and Agent Tools APIchecked 2026-10-15 | Tools: agentic search (web search, X search, code execution); exact tools per row not stated |
| Claude Sonnet 4.5Anthropic, released 2025-09-29 | $0.065 | xAI, Grok 4.1 Fast and Agent Tools APIchecked 2026-10-15 | Tools: agentic search (web search, X search, code execution); exact tools per row not stated |
| Grok 4.1 FastxAI, released 2025-11-19 | $0.046 | xAI, Grok 4.1 Fast and Agent Tools APIchecked 2026-10-15 | Tools: agentic search (web search, X search, code execution); exact tools per row not stated |
Every number here is read from the same catalog file as the benchmark table, data version 2026103001, and is the number the table shows for that model and test. Where one page printed a model under several setups, each value is listed. The catalog is public in armanobosyan/sugra-llm-benchmarks; a wrong number can be reported from the table, with Report an error under the value, or as an issue in that repository.