# Berkeley Function-Calling Leaderboard V4 42 models with a score. Leader: Opus 4.5 with 77.47 %. | Benchmark profile | | |---|---| | Task | allgemein - Werkzeug- und Funktionsaufrufe, agentische Ablaeufe | | Metric | Overall Acc ueber Non-Live, Live, Multi-Turn, Web Search, Memory und Relevanzerkennung | | Direction | ↑ higher is better | | Limitation | Naechste Verwandte der Strukturausgabe (Argumente nach Schema), misst aber Aufrufe, nicht das Befuellen eines festen JSON-Objekts. FC- und Prompt-Eintraege desselben Modells unterscheiden sich deutlich; der Katalog nimmt FC, wo vorhanden. Stand April 2026 - neuere Modelle (Qwen3.5/3.6, Gemma 4, DeepSeek V4) fehlen. | | As of | 12 Apr 2026 | | Source | [gorilla.cs.berkeley.edu](https://gorilla.cs.berkeley.edu/leaderboard.html) | | Licence | Apache-2.0 — Berkeley Function Calling Leaderboard (Gorilla) | ## Ranking (42) | Model | Rank | Score | Developer | EU processing: Input | EU processing: Output | all providers: Input | all providers: Output | Open weights | GPU memory (4-bit, derived) | |---|---:|---:|---|---:|---:|---:|---:|---|---:| | [Opus 4.5](https://models.searchit-agent.ai/en/models/claude-opus-4-5/) | 1 | **77.47 %** | Anthropic | €4.77 | €23.85 | €2.24 | €11.20 | – no | – | | [Sonnet 4.5](https://models.searchit-agent.ai/en/models/claude-sonnet-4-5/) | 2 | **73.24 %** | Anthropic | €2.68 | €13.42 | €1.34 | €6.72 | – no | – | | [GLM 4.6](https://models.searchit-agent.ai/en/models/glm-4-6/) | 3 | **72.38 %** | Z.ai | – | – | €0.39 | €1.57 | ✓ yes | [from 201 GB](https://models.searchit-agent.ai/en/self-hosting/#tier-4x) | | [Grok 4.1 Fast Reasoning](https://models.searchit-agent.ai/en/models/grok-4-1-fast-reasoning/) | 4 | **69.57 %** | xAI | – | – | €0.18 | €0.45 | – no | – | | [Claude Haiku 4.5](https://models.searchit-agent.ai/en/models/claude-haiku-4-5/) | 5 | **68.7 %** | Anthropic | €0.89 | €4.47 | €0.45 | €2.24 | – no | – | | [o3](https://models.searchit-agent.ai/en/models/o3/) | 6 | **63.05 %** | OpenAI | – | – | €0.90 | €3.58 | – no | – | | [o3 2025-04-16](https://models.searchit-agent.ai/en/models/o3-2025-04-16/) | 6 | **63.05 %** | OpenAI | €0.99 | €3.94 | €0.90 | €3.58 | – no | – | | [Kimi K2 Instruct](https://models.searchit-agent.ai/en/models/kimi-k2-instruct/) | 8 | **59.06 %** | Moonshot AI | – | – | €0.51 | €2.06 | ✓ yes | [from 554 GB](https://models.searchit-agent.ai/en/self-hosting/#tier-8x) | | [Grok 4.1 Fast Non-Reasoning](https://models.searchit-agent.ai/en/models/grok-4-1-fast-non-reasoning/) | 9 | **58.29 %** | xAI | – | – | €0.18 | €0.45 | – no | – | | [Gemini 2.5 Flash](https://models.searchit-agent.ai/en/models/gemini-2-5-flash/) | 10 | **56.2 %** | Google | €0.27 | €2.24 | €0.13 | €1.12 | – no | – | | [GPT-5.2](https://models.searchit-agent.ai/en/models/gpt-5-2/) | 11 | **55.87 %** | OpenAI | €1.72 | €13.79 | €0.78 | €6.27 | – no | – | | [GPT-5 mini](https://models.searchit-agent.ai/en/models/gpt-5-mini/) | 12 | **55.46 %** | OpenAI | €0.25 | €1.97 | €0.11 | €0.90 | – no | – | | [GPT-4.1](https://models.searchit-agent.ai/en/models/gpt-4-1/) | 13 | **54 %** | OpenAI | €1.97 | €7.87 | €0.90 | €3.58 | – no | – | | [GPT-4.1-2025-04-14](https://models.searchit-agent.ai/en/models/gpt-4-1-2025-04-14/) | 14 | **53.96 %** | OpenAI | €0.99 | €3.94 | €0.90 | €3.58 | – no | – | | [o4-mini 2025-04-16](https://models.searchit-agent.ai/en/models/o4-mini-2025-04-16/) | 15 | **53.24 %** | OpenAI | €0.54 | €2.17 | €0.49 | €1.97 | – no | – | | [Qwen3 235B A22B Instruct 2507](https://models.searchit-agent.ai/en/models/qwen3-235b-a22b-instruct-2507/) | 16 | **52.15 %** | qwen-alibaba | €0.08 | €0.53 | €0.099 | €0.39 | ✓ yes | [from 134 GB](https://models.searchit-agent.ai/en/self-hosting/#tier-2x) | | [GPT-5 nano](https://models.searchit-agent.ai/en/models/gpt-5-nano/) | 17 | **51.45 %** | OpenAI | €0.049 | €0.39 | €0.022 | €0.18 | – no | – | | [gpt-4.1-mini](https://models.searchit-agent.ai/en/models/gpt-4-1-mini/) | 18 | **50.45 %** | OpenAI | €0.39 | €1.53 | €0.18 | €0.72 | – no | – | | [GPT-4.1-mini-2025-04-14](https://models.searchit-agent.ai/en/models/gpt-4-1-mini-2025-04-14/) | 18 | **50.45 %** | OpenAI | €0.20 | €0.79 | €0.18 | €0.72 | – no | – | | [Qwen3-32B](https://models.searchit-agent.ai/en/models/qwen3-32b/) | 20 | **48.7 %** | qwen-alibaba | €0.28 | €0.28 | €0.072 | €0.25 | ✓ yes | [from 23 GB](https://models.searchit-agent.ai/en/self-hosting/#tier-24-gb) | | [Qwen3 8B](https://models.searchit-agent.ai/en/models/qwen3-8b/) | 21 | **42.57 %** | Alibaba Cloud | – | – | – | – | ✓ yes | [from 9 GB](https://models.searchit-agent.ai/en/self-hosting/#tier-24-gb) | | [Qwen3 30B A3B Instruct 2507](https://models.searchit-agent.ai/en/models/qwen3-30b-a3b-instruct-2507/) | 22 | **41.39 %** | Alibaba Cloud | €0.089 | €0.27 | €0.089 | €0.27 | ✓ yes | [from 21 GB](https://models.searchit-agent.ai/en/self-hosting/#tier-24-gb) | | [Qwen3-14B](https://models.searchit-agent.ai/en/models/qwen3-14b/) | 23 | **41 %** | Alibaba Cloud | €0.18 | €0.90 | €0.11 | €0.21 | ✓ yes | [from 13 GB](https://models.searchit-agent.ai/en/self-hosting/#tier-24-gb) | | [Mistral Large 2.1](https://models.searchit-agent.ai/en/models/mistral-large-2-1/) | 24 | **38.4 %** | Mistral AI | – | – | – | – | ✓ yes | [from 72 GB](https://models.searchit-agent.ai/en/self-hosting/#tier-96-gb) | | [Llama 4 Maverick](https://models.searchit-agent.ai/en/models/llama-4-maverick-17b/) | 25 | **37.29 %** | Meta | – | – | €0.16 | €0.52 | ✓ yes | [from 225 GB](https://models.searchit-agent.ai/en/self-hosting/#tier-4x) | | [Mistral Small 3.2 24B](https://models.searchit-agent.ai/en/models/mistral-small-3-2-24b/) | 26 | **37.1 %** | Mistral AI | €0.061 | €0.16 | €0.061 | €0.16 | ✓ yes | [from 18 GB](https://models.searchit-agent.ai/en/self-hosting/#tier-24-gb) | | [Gemini 2.5 Flash-Lite](https://models.searchit-agent.ai/en/models/gemini-2-5-flash-lite/) | 27 | **36.9 %** | Google | – | – | €0.045 | €0.18 | – no | – | | [gpt-4.1-nano](https://models.searchit-agent.ai/en/models/gpt-4-1-nano/) | 28 | **33.05 %** | OpenAI | €0.10 | €0.39 | €0.10 | €0.39 | – no | – | | [GPT-4.1-nano-2025-04-14](https://models.searchit-agent.ai/en/models/gpt-4-1-nano-2025-04-14/) | 28 | **33.05 %** | OpenAI | €0.049 | €0.20 | €0.045 | €0.18 | – no | – | | [Llama 3.3 70B](https://models.searchit-agent.ai/en/models/llama-3-3-70b/) | 30 | **31.9 %** | Meta | €0.45 | €0.65 | €0.09 | €0.29 | ✓ yes | [from 43 GB](https://models.searchit-agent.ai/en/self-hosting/#tier-48-gb) | | [Gemma 3 12B](https://models.searchit-agent.ai/en/models/gemma-3-12b/) | 31 | **30.4 %** | Google | – | – | €0.045 | €0.13 | ✓ yes | [from 11 GB](https://models.searchit-agent.ai/en/self-hosting/#tier-24-gb) | | [Gemma 3 27B](https://models.searchit-agent.ai/en/models/gemma-3-27b/) | 32 | **29.5 %** | Google | €0.089 | €0.27 | €0.072 | €0.14 | ✓ yes | [from 20 GB](https://models.searchit-agent.ai/en/self-hosting/#tier-24-gb) | | [Phi-4](https://models.searchit-agent.ai/en/models/phi-4/) | 33 | **28.8 %** | Microsoft | – | – | €0.063 | €0.13 | ✓ yes | [from 13 GB](https://models.searchit-agent.ai/en/self-hosting/#tier-24-gb) | | [Llama 4 Scout 17B-16E](https://models.searchit-agent.ai/en/models/llama-4-scout/) | 34 | **28.13 %** | Meta | – | – | €0.09 | €0.27 | ✓ yes | [from 64 GB](https://models.searchit-agent.ai/en/self-hosting/#tier-96-gb) | | [Mistral Nemo Instruct](https://models.searchit-agent.ai/en/models/mistral-nemo-instruct-2407/) | 35 | **27.63 %** | Mistral AI | €0.016 | €0.025 | €0.016 | €0.025 | ✓ yes | [from 11 GB](https://models.searchit-agent.ai/en/self-hosting/#tier-24-gb) | | [Nova 2 Lite](https://models.searchit-agent.ai/en/models/nova-2-lite/) | 36 | **27.1 %** | Amazon | €0.34 | €2.82 | €0.15 | €1.23 | – no | – | | [Llama 3.1 8B Instruct](https://models.searchit-agent.ai/en/models/llama-3-1-8b/) | 37 | **25.83 %** | Meta | €0.016 | €0.041 | €0.018 | €0.036 | ✓ yes | [from 9 GB](https://models.searchit-agent.ai/en/self-hosting/#tier-24-gb) | | [Nova Pro](https://models.searchit-agent.ai/en/models/nova-pro/) | 38 | **24.97 %** | Amazon | €0.82 | €3.29 | €0.36 | €1.43 | – no | – | | [Nova Micro](https://models.searchit-agent.ai/en/models/nova-micro/) | 39 | **22.29 %** | Amazon | €0.036 | €0.14 | €0.031 | €0.13 | – no | – | | [Llama 3.2 3B](https://models.searchit-agent.ai/en/models/llama-3-2-3b/) | 40 | **21.95 %** | Meta | – | – | €0.046 | €0.30 | ✓ yes | [from 6 GB](https://models.searchit-agent.ai/en/self-hosting/#tier-24-gb) | | [Gemma 3 4B](https://models.searchit-agent.ai/en/models/gemma-3-4b/) | 41 | **19.62 %** | Google | – | – | €0.018 | €0.036 | ✓ yes | [from 7 GB](https://models.searchit-agent.ai/en/self-hosting/#tier-24-gb) | | [Llama 3.2 1B](https://models.searchit-agent.ai/en/models/llama-3-2-1b/) | 42 | **10.82 %** | Meta | – | – | €0.024 | €0.18 | ✓ yes | [from 5 GB](https://models.searchit-agent.ai/en/self-hosting/#tier-24-gb) | _Equal scores share a rank. When filtering, the rank stays the position in the whole list. GPU memory “from …” is a lower bound (parameters × 0.55 GB + 4 GB). Prices: € per 1M tokens. Source: providers' pricing pages, read and checked by searchit. As of 7 Nov 2026._ ## Price and performance 40 models with a price: vertical the score (top = better), horizontal the blended price of the cheapest offer. Filled dots are also available with processing in the EU. _Scores: Berkeley Function-Calling Leaderboard V4, Apache-2.0 — Berkeley Function Calling Leaderboard (Gorilla). Taken unchanged from the source._ --- Prices as of 7 Nov 2026. Providers' list prices, without guarantee.