anytimelime — the free AI field report
What's free in AI right now — 2026-09-04
Today’s probe turned up a thin slice of hope: only five of the 24 models actually issued a tool call. The coder‑flavored cohere/north-mini-code:free (4.3s) is the lone specialist that typed a function, while the super‑fast liquid/lfm-2.5-2.6b:free (0.7s) proves latency can stay under a second. The MiniMax minimax/minimax-m2.7:free (1.5s) and the note‑taking dots-studio/dots-3-note-preview:free (1.6s) round out the tool‑capable set. The financial flash inclusionai/ling-3.0-flash-fin:free (0.8s) is the quickest of the bunch, but it only handles simple numeric reasoning. Everything else either demands a payment method (SambaNova’s wall), returns empty responses (Nvidia’s batch), or left us rate‑limited before we could test.
These five passers give you a tiny but usable baseline for free tool calls. Treat them like a moving lattice—if one slips behind a paywall tomorrow, the next probe may have fewer or none at all. Keep your scripts flexible, and re‑run the check before you ship anything that leans on a free model; a missed tool call can break a flow faster than a stale cache.
How to use them with AnytimeLime
Clone the engine from github.com/fusionpoweredsoftware/anytimelime, set LIME_KEY to your OpenRouter key, and run ./lime.sh. It pulls today’s verified roster and rotates across the passing models so no single free tier carries all your traffic. Your key lives on your machine – the website never asks for it.
If you already have an OpenRouter key, the model IDs above (e.g., cohere/north-mini-code:free, dots-studio/dots-3-note-preview:free, inclusionai/ling-3.0-flash-fin:free, liquid/lfm-2.5-2.6b:free, minimax/minimax-m2.7:free) work directly with any OpenAI‑compatible client. No AnytimeLime needed if you prefer to wire it up yourself.
The churn
Free rosters flip weekly – models get gated, die, or resurrect without notice. Today’s five are tomorrow’s blanks. Re‑probe before you depend on a free model; a single missed tool call can break your flow faster than a stale cache. Keep the scripts adaptive and check the roster regularly.
Today's passing roster
liquid/lfm-2.5-2.6b:free— openrouter · 0.7s · agentic 3/5inclusionai/ling-3.0-flash-fin:free— openrouter · 0.8s · agentic 3/5minimax/minimax-m2.7:free— openrouter · 1.5s · agentic 3/5dots-studio/dots-3-note-preview:free— openrouter · 1.6s · agentic 3/5cohere/north-mini-code:free— openrouter · 4.3s · agentic 3/5
The measured table
| latency | model | vendor | verdict | agentic |
|---|---|---|---|---|
| 0.2 | deepseek-ai/deepseek-v4-pro | NVIDIA NIM | FAIL: empty response | — |
| 1.4 | openai | Pollinations.AI | FAIL: empty response | — |
| 0.2 | 01-ai/yi-large | nvidia | FAIL: empty response | — |
| 4.3 | cohere/north-mini-code:free | openrouter | PASS (tool) | 3/5 |
| 0.8 | DeepSeek-V3.1 | sambanova | FAIL: A payment method is required. Add one at https://cloud.sambanova.ai/plans/billin | — |
| 0.2 | adept/fuyu-8b | nvidia | FAIL: empty response | — |
| 1.6 | dots-studio/dots-3-note-preview:free | openrouter | PASS (tool) | 3/5 |
| 0.3 | DeepSeek-V3.2 | sambanova | FAIL: A payment method is required. Add one at https://cloud.sambanova.ai/plans/billin | — |
| 0.2 | ai21labs/jamba-1.5-large-instruct | nvidia | FAIL: empty response | — |
| 0.3 | google/gemma-4-26b-a4b-it:free | openrouter | FAIL: Provider returned error | — |
| 0.3 | Meta-Llama-3.3-70B-Instruct | sambanova | FAIL: A payment method is required. Add one at https://cloud.sambanova.ai/plans/billin | — |
| 0.2 | aisingapore/sea-lion-7b-instruct | nvidia | FAIL: empty response | — |
| 0.3 | google/gemma-4-31b-it:free | openrouter | FAIL: Provider returned error | — |
| 0.3 | MiniMax-M2.7 | sambanova | FAIL: A payment method is required. Add one at https://cloud.sambanova.ai/plans/billin | — |
| 0.2 | bigcode/starcoder2-15b | nvidia | FAIL: empty response | — |
| 0.8 | inclusionai/ling-3.0-flash-fin:free | openrouter | PASS (tool) | 3/5 |
| 0.3 | MiniMax-M3 | sambanova | FAIL: A payment method is required. Add one at https://cloud.sambanova.ai/plans/billin | — |
| 0.2 | databricks/dbrx-instruct | nvidia | FAIL: empty response | — |
| 0.7 | liquid/lfm-2.5-2.6b:free | openrouter | PASS (tool) | 3/5 |
| 0.3 | gemma-4-31B-it | sambanova | FAIL: A payment method is required. Add one at https://cloud.sambanova.ai/plans/billin | — |
| 0.2 | deepseek-ai/deepseek-coder-6.7b-instruct | nvidia | FAIL: empty response | — |
| 1.5 | minimax/minimax-m2.7:free | openrouter | PASS (tool) | 3/5 |
| 0.3 | gpt-oss-120b | sambanova | FAIL: A payment method is required. Add one at https://cloud.sambanova.ai/plans/billin | — |
| 41.6 | deepseek-ai/deepseek-v4-flash-0731 | nvidia | FAIL: empty response | — |