Analysis Summary
Elephant is listed as a text model with tool use, function calling, and a 262K context window. These capabilities provide the basic ingredients for document-based automation and task orchestration. However, no benchmark data is supplied for reasoning, coding, instruction following, or agentic reliability, and pricing is not provided.
The model could be tested for bounded internal workflows such as extraction, routing, and structured tool calls. It is not yet an evidence-based selection for complex analysis, software engineering, or client-facing content. Teams would need to measure response quality, tool-call accuracy, latency, context retention, and failure handling against realistic tasks before considering production use.
With no pricing information, value cannot be established either. Keep Elephant in evaluation rather than placing it on a critical client workflow this week.
Assessed August 9, 2026
Editorial notes
Elephant offers tool use, function calling, and a 262K context window, but it has no supplied benchmarks or pricing data, leaving its reliability and cost-effectiveness unverified for client production.
Rankings consider pricing, capabilities, benchmarks, and real-world applicability and are refreshed as new models launch. Feedback?
DFO Verdict
Elephant offers tool use, function calling, and a 262K context window, but it has no supplied benchmarks or pricing data, leaving its reliability and cost-effectiveness unverified for client production.
How Elephant compares
Its 262K-token context window is larger than 72% of the models we list. Elephant is currently free to use via OpenRouter.
Dark bar = input · light bar = output, scaled to the priciest peer.
1M tokens ≈ 8 full-length novels or ~2,500 pages of business documents in a single request.
Strongest on business fit. The pulled-in value corner is the trade-off, and if the shape matters more than the price, this is your model.
Compare shapes side-by-side →About Elephant
Elephant Alpha is a 100B-parameter text model focused on intelligence efficiency, delivering strong performance while minimizing token usage. It supports a 256K context window with up to 32K output tokens,..
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Frequently asked questions about Elephant
How much does Elephant cost?
Elephant is currently available for free via OpenRouter.
What is the context window of Elephant?
Elephant has a context window of 262,144 tokens (262K).
What can Elephant do?
Elephant supports tool use and function calling.
Who created Elephant?
Elephant is developed by Openrouter and was released on April 13, 2026.
Data sourced from the OpenRouter API, Artificial Analysis, the Hugging Face Open LLM Leaderboard and our own internal testing. Scores are editorially curated by our team.
Last updated: September 3, 2026 8:38 pm