Using Claude Code with Ollama and Desperately require caching!

Ok I know I'm likely to get steamrolled here but I also have a sense of optimism and hope I can get some sort of answer that will be beneficial. We all know since the new price structure, usage has shot through the roof. I was grateful for GLM5.3-Flash as that's been my goto since it come out. But I'm burning Input tokens... mainly due to the sheer lack of what seems caching ability when using claude code?! Example: I had a heave session today: This is the output of /usage Total cost: 1255.92 (costs may be inaccurate due to usage of unknown models) Total duration (API): 1h 58m 44s Total duration (wall): 10h 25m 36s Total code changes: 3276 lines added, 734 lines removed Usage by model: kimi-k2.7-code:cloud: 4.5k input, 2.4k output, 0 cache read, 0 cache write (0.0815) glm-5.3-flash:cloud[1m]: 248.7m input, 485.2k output, 0 cache read, 0 cache write ($1255.83) Prompt cache (main): 855 requests · 0% of input tokens from cache · no misses · no prompt caching reported by the API As you can see almost 250m input to not even HALF a m output! The same 100K tokens send on every request... Thereabouts... Wasted... Bumping up the usage unnecessarily... If anyone can help, id appreciate it. submitted by /u/Daza110 [link] [comments]

Source: r/ollama | 2026-09-08