// BENCHMARK_REPORT_V2.4
Grounding the
intelligence
Direct comparison results between Tool-Augmented agents and standalone LLMs. Wield provides the missing context layer that eliminates hallucinations and stale training data.
Grounding Success
96%
Baseline: 12%
Verified accuracy across live data feeds (Finance, Network, etc.)
Hallucination Gap
98%
Baseline: 45%
Reduction in fabricated data points vs baseline LLM performance
Data Freshness
100%
Baseline: 5%
Average recency of retrieved info compared to real-time events (100% = Live/Verified)
Proof Points & Live Examples
Temporal Precision
+18MO FRESHNESS
PROMPT_INPUT
"What is the current time in Dubai?"
Vanilla_LLM_Output
The current time in Dubai is approximately 11:30 PM (Stale training data anchor).
[STALE]
Wield_Augmented_LLM
Real-time sync: April 4, 2026, 23:00:52 GST. Latency: 420ms (Verified via Temporal Tool).
[LIVE]
Network Retrieval
100% CONNECTIVITY
PROMPT_INPUT
"Get the current robots.txt content for reddit.com."
Vanilla_LLM_Output
I am unable to browse live websites. I cannot retrieve the robots.txt for reddit.com.
[ERROR]
Wield_Augmented_LLM
Fetched: User-agent: * Disallow: /api/ Allow: /robots.txt (Top 5 entries verified).
[GROUNDED]
Financial Grounding
+VERIFIED DATA POINTS
PROMPT_INPUT
"What is the current ticker price and market cap for NVIDIA (NVDA)?"
Vanilla_LLM_Output
NVDA price was approximately $120.89 in late 2024. Market cap ~$3.0T.
[STALE]
Wield_Augmented_LLM
Live Quote: $142.55 | Market Cap: $3.51T. Verified via Finance Toolkit (Real-time).
[LIVE]
Security Intelligence
ZERO LATENCY INTEL
PROMPT_INPUT
"Search NVD for CVE-2024-38063 and get its current CVSS base score."
Vanilla_LLM_Output
CVE-2024-38063 appears to be a recent Windows TCP/IP vulnerability. Scores are usually high (~9.8).
[HALLUCINATED]
Wield_Augmented_LLM
CVE-2024-38063: Critical Remote Code Execution. CVSS Score: 9.8 (Official NVD Data).
[VERIFIED]
Scientific Precision
100% MATH_LOGIC
PROMPT_INPUT
"Retrieve the exact boiling point of R-134a refrigerant at 5 bar pressure."
Vanilla_LLM_Output
The boiling point of R-134a varies with pressure. At 5 bar, it is roughly 15-20°C.
[STALE]
Wield_Augmented_LLM
Deterministic Lookup: 15.61°C (288.76 K) at 500 kPa. Sourced via Science Toolkit.
[VERIFIED]
Live_Trace_Explorer
›Running SHA-256 Audit...
[VANILLA] HALLUCINATION: 6f6e7676...
[WIELD] VERIFIED_HASH: 55f75da3dc87...
›
SYSTEM_STATE: VALIDATED_DETERMINISTIC
Methodology: gemini-3-flash-preview comparison across 10 modules (Network, Finance, Science, etc.) using Wield vs baseline reasoning. Evaluation conducted on 50 complex prompts with deterministic validation.
Built for Absolute Control
The core difference between a chatbot and a system agent is its ability to interact with deterministic reality. Wield provides the bridge.