A third the cost, open source, and won't refuse every other request because of some vague possible connection to cybersecurity concerns.
Kimi K3 Is Competitive with Fable; Kimi K3 and Fable Is SoTA
171–180 of 491 posts
Re: Kimi K3 Is Competitive with Fable; Kimi K3 and Fable Is SoTA
#172Re: Kimi K3 Is Competitive with Fable; Kimi K3 and Fable Is SoTA
#173Earlier quoted context omitted.
In long form tasks, across multiple harnesses (Claude Code, OpenCode, Kimi Code, ZCode) my cache rates are typically 96-99%. I don’t think that’s particularly out of the ordinary. Do people have different experiences with other harnesses? Which ones?
How much time do you spend on your setup vs getting a lot of stuff shipped by paying for fabel 5? For me, not using the best model is a huge opportunity cost since my company can afford it.
But sometimes not using the "best model" is using the best model. Fable isn't the best at everything. Specialization and optimizations might not just be around cost.
Re: Kimi K3 Is Competitive with Fable; Kimi K3 and Fable Is SoTA
#174Earlier quoted context omitted.
What you're seeing is the distilled (no pun intended) result of realpolitik at play. China's labs aren't as open as they are out of altruism, but rather to capitalize and undercut the monopoly held by U.S. competitors.
They wanted capitalism, no? Here's the competition in the market.
Re: Kimi K3 Is Competitive with Fable; Kimi K3 and Fable Is SoTA
#175Re: Kimi K3 Is Competitive with Fable; Kimi K3 and Fable Is SoTA
#176I love the Chinese models. I use DeepSeek exclusively and now Kimi K3 offers a great planning assistant for more advanced coding tasks. DeepSeek v4 Flash is extremely fast and is able to handle pretty much anything I've thrown at it (I use mostly Rust, PSQL, Angular and Terraform). I self host Bifrost as my LLM gateway, though I wish LLM vendors would do monthly/daily automatic billing (like VPS providers do) rather…
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If I was using the routing features it would make more sense - but they charge significantly more for that so the markup is really just for billing consolidation.
Re: Kimi K3 Is Competitive with Fable; Kimi K3 and Fable Is SoTA
#177Earlier quoted context omitted.
> Oracle routing is a method for measuring the best theoretical performance by running the task through each model and then picking the cheapest correct option (the cost/performance ceiling). Their "router" is an oracle reference point where they choose the lower cost model after running both and therefore knowing who passed the test. The cost savings part is only Fireworks theorizing what would happen if an equivale…
The way they published this is baffling to me... surely you can try to implement some router and then see how well it does. Using an Oracles makes the whole writeup so much less interesting.
Re: Kimi K3 Is Competitive with Fable; Kimi K3 and Fable Is SoTA
#178I love the Chinese models. I use DeepSeek exclusively and now Kimi K3 offers a great planning assistant for more advanced coding tasks. DeepSeek v4 Flash is extremely fast and is able to handle pretty much anything I've thrown at it (I use mostly Rust, PSQL, Angular and Terraform). I self host Bifrost as my LLM gateway, though I wish LLM vendors would do monthly/daily automatic billing (like VPS providers do) rather…
I have been a heavy user of k2.5/6 but they seem to have gotten slower and worse at their jobs (and the "engine overloaded" errors have increased ... ), and k3 spends a LOT of time thinking and doesn't produce noticeably better results. I do keep chucking some tasks over to moonshot every now and again to give it a chance. I figure they're under compute pressure and have probably quantised the models to cope temporarily.
But recently I've found myself mostly using deepseek v4 pro and gpt 5.5 when I need the big guns.
GLM 5.2 has been good at select tasks but really shit at others and given how sparingly I use GPT 5.5 I'm not that compelled to use it. I've yet to be impressed by any Google or Anthropic models!!
Re: Kimi K3 Is Competitive with Fable; Kimi K3 and Fable Is SoTA
#179Re: Kimi K3 Is Competitive with Fable; Kimi K3 and Fable Is SoTA
#180we put a router model in front of two other models so the router can decide which model is better at deciding things. next we'll need a router for the router and eventually the entire internet is just routers routing routers to other routers