Multi-Source Reconciliation

FundVista never overwrites data — it stores what each source reported and computes truth at query time. When independent public sources disagree on the same number, we don't pick one silently: we show them all and a reliability-weighted consensus, with confidence.

Numbers where sources disagree

Ticker	Metric	Sources	Consensus	Confidence	Low	High	Spread
DDD	eps	2	0.03	major discrepancy	-0.13	0.19	1066.7%
ALAB	revenue growth pct	2	-11.419999999999996	major discrepancy	-63.83	93.4	1063.4%
MRLN	eps	2	0.6199999999999999	major discrepancy	-1.27	2.51	609.7%
BA	eps	2	0.6799999999999999	major discrepancy	-1.12	2.48	529.4%
DDD	eps	2	0.10499999999999998	major discrepancy	-0.08	0.29	352.4%
VSAT	eps estimate	2	-0.13190000000000002	major discrepancy	-0.3638	0.1	351.6%
VSAT	eps estimate	2	-0.13190000000000002	major discrepancy	-0.3638	0.1	351.6%
DDD	eps	2	0.15	major discrepancy	-0.07	0.37	293.3%
HMR	eps estimate	3	0.01404871794871795	major discrepancy	0.0051	0.04	208.6%
BBCP	eps estimate	2	0.0051	major discrepancy	0.0	0.0102	200.0%
VNET	eps estimate	2	-0.1207	major discrepancy	-0.2414	0.0	200.0%
P	eps estimate	2	0.20685	major discrepancy	0.01	0.4037	190.3%
NVDA	dividend	2	0.0384375	major discrepancy	0.001875	0.075	190.2%
NVDA	dividend	2	0.0384375	major discrepancy	0.001875	0.075	190.2%
NVDA	dividend	2	0.0384375	major discrepancy	0.001875	0.075	190.2%
NVDA	dividend	2	0.0384375	major discrepancy	0.001875	0.075	190.2%
NVDA	dividend	2	0.043562500000000004	major discrepancy	0.002125	0.085	190.2%
NVDA	dividend	2	0.043562500000000004	major discrepancy	0.002125	0.085	190.2%
NVDA	dividend	2	0.043562500000000004	major discrepancy	0.002125	0.085	190.2%
NVDA	dividend	2	0.043562500000000004	major discrepancy	0.002125	0.085	190.2%
NVDA	dividend	2	0.043562500000000004	major discrepancy	0.002125	0.085	190.2%
NVDA	dividend	2	0.043562500000000004	major discrepancy	0.002125	0.085	190.2%
NVDA	dividend	2	0.058937500000000004	major discrepancy	0.002875	0.115	190.2%
NVDA	dividend	2	0.058937500000000004	major discrepancy	0.002875	0.115	190.2%
NVDA	dividend	2	0.058937500000000004	major discrepancy	0.002875	0.115	190.2%
NVDA	dividend	2	0.058937500000000004	major discrepancy	0.002875	0.115	190.2%
NVDA	dividend	2	0.07175000000000001	major discrepancy	0.0035	0.14	190.2%
NVDA	dividend	2	0.07175000000000001	major discrepancy	0.0035	0.14	190.2%
NVDA	dividend	2	0.07175000000000001	major discrepancy	0.0035	0.14	190.2%
NVDA	dividend	2	0.07175000000000001	major discrepancy	0.0035	0.14	190.2%
NVDA	dividend	2	0.076875	major discrepancy	0.00375	0.15	190.2%
NVDA	dividend	2	0.076875	major discrepancy	0.00375	0.15	190.2%
NVDA	dividend	2	0.076875	major discrepancy	0.00375	0.15	190.2%
NVDA	dividend	2	0.076875	major discrepancy	0.00375	0.15	190.2%
NVDA	dividend	2	0.082	major discrepancy	0.004	0.16	190.2%
NVDA	dividend	2	0.082	major discrepancy	0.004	0.16	190.2%
NVDA	dividend	2	0.082	major discrepancy	0.004	0.16	190.2%
NVDA	dividend	2	0.082	major discrepancy	0.004	0.16	190.2%
NVDA	dividend	2	0.082	major discrepancy	0.004	0.16	190.2%
NVDA	dividend	2	0.082	major discrepancy	0.004	0.16	190.2%
NVDA	dividend	2	0.082	major discrepancy	0.004	0.16	190.2%
NVDA	dividend	2	0.082	major discrepancy	0.004	0.16	190.2%
NVDA	dividend	2	0.082	major discrepancy	0.004	0.16	190.2%
NVDA	dividend	2	0.082	major discrepancy	0.004	0.16	190.2%
NVDA	dividend	2	0.082	major discrepancy	0.004	0.16	190.2%
NVDA	dividend	2	0.049975	major discrepancy	0.00245	0.0975	190.2%
NVDA	dividend	2	0.049975	major discrepancy	0.00245	0.0975	190.2%
AAPL	dividend	2	1.70375	major discrepancy	0.1175	3.29	186.2%
AAPL	dividend	2	1.3723215	major discrepancy	0.094643	2.65	186.2%
AAPL	dividend	2	1.3723215	major discrepancy	0.094643	2.65	186.2%

Consensus is reliability-weighted across sources; confidence reflects agreement and source count. Every value traces to its raw source response — see methodology.

⬇ raw data (JSON)