Which is cheaper, ChatGPT-4o Latest or LongCat-Flash-Chat?
As of August 25, 2026, LongCat-Flash-Chat is 88% cheaper on blended LLM API pricing. LongCat-Flash-Chat costs $0.30 per million input tokens and $1.20 per million output tokens ($1.50 blended 1M-in + 1M-out). ChatGPT-4o Latest costs $2.50 / $10.00 per million tokens ($12.50 blended). Sources: https://developers.openai.com/api/docs/pricing and https://anotherwrapper.com/tools/llm-pricing. The cheapest LLM for your app still depends on how many output tokens you generate.
How much does ChatGPT-4o Latest vs LongCat-Flash-Chat cost per million tokens?
ChatGPT-4o Latest OpenAI API pricing is $2.50 input and $10.00 output per million tokens via OpenAI. LongCat-Flash-Chat Meituan API pricing is $0.30 input and $1.20 output per million tokens via Meituan. Use those four numbers, not ChatGPT Plus or Claude Pro subscription prices, when you are comparing APIs.
Which is better for coding, ChatGPT-4o Latest or LongCat-Flash-Chat?
LongCat-Flash-Chat has a published SWE-bench Verified score of 60.4%. ChatGPT-4o Latest does not have that eval on this page yet.
What is the context window for ChatGPT-4o Latest vs LongCat-Flash-Chat?
ChatGPT-4o Latest supports a 128K token context window, while LongCat-Flash-Chat supports 128K tokens. Both models have the same context window size. Filling a larger window bills more input tokens, so the cheaper-per-million model can still cost more on long documents.
Which model performs better on benchmarks, ChatGPT-4o Latest or LongCat-Flash-Chat?
ChatGPT-4o Latest leads on 1 of 1 shared benchmarks versus LongCat-Flash-Chat's 0 wins. Check the comparison table for GPQA Diamond, SWE-bench, MMLU, HLE, and the other evals we track. Token price and benchmark score together are the usual LLM comparison, not either number alone.
Is ChatGPT-4o Latest or LongCat-Flash-Chat better for production use?
Both ChatGPT-4o Latest and LongCat-Flash-Chat are production API models. For cost-sensitive production traffic, LongCat-Flash-Chat has better economics on the blended 1M-in + 1M-out scale. For maximum capability, weight the benchmark table for your domain. Many production stacks route cheap models for drafts and a frontier model for the hard turn, which is usually cheaper than sending everything to the expensive API.
Can I switch between ChatGPT-4o Latest and LongCat-Flash-Chat in my app?
Yes. Call ChatGPT-4o Latest through OpenAI and LongCat-Flash-Chat through Meituan with separate API keys, or through a gateway that already wraps both. Keep prompts in tokens, not characters, when you estimate the invoice. AnotherWrapper templates can swap providers without rewriting auth and billing.
How accurate is this ChatGPT-4o Latest vs LongCat-Flash-Chat pricing data?
List rates are the latest published OpenAI API pricing and Meituan API pricing, quoted per million tokens. Official rate sheets: https://developers.openai.com/api/docs/pricing and https://anotherwrapper.com/tools/llm-pricing. Prompt caching, batch APIs, and committed-use discounts can change the invoice. Benchmark scores are from official publications and independent evals, updated as new numbers land.
What is the output token limit for ChatGPT-4o Latest and LongCat-Flash-Chat?
ChatGPT-4o Latest supports up to 16K output tokens per request, while LongCat-Flash-Chat supports up to 128K output tokens. Output tokens are usually the expensive half of API pricing, so a higher max output cap is a capability, not a discount.
Which model has better throughput, ChatGPT-4o Latest or LongCat-Flash-Chat?
ChatGPT-4o Latest runs at approximately 132 tokens/second while LongCat-Flash-Chat runs at 100 tokens/second. ChatGPT-4o Latest is faster in raw throughput. Throughput (tokens per second) and time-to-first-token are why two models with the same per-million-token price can still feel different in chat and agents.
How do I switch the models in this ChatGPT-4o Latest vs LongCat-Flash-Chat comparison?
Use the model pickers at the top of this LLM comparison. Search any model in the index and the URL updates. Open ChatGPT-4o Latest or LongCat-Flash-Chat from the sidebar for the single-model API pricing page, or go back to the LLM pricing table to sort by cheapest blended cost.
